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Paper Citation Record · LEDGER

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems

As of 23 August 2026, this Paper Citation Record lists 94 of 94 outbound references and 0 inbound Pith citation observations for arXiv:2508.05673.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2508.05673 v1

Coverage vector

measured 94 of 94 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:44:55.041535Z

measured 94 of 94 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

94 of 94 outbound references displayed

  • verified exact1
  • verified fuzzy5
  • unresolved88
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3b9e24e4-e89e-4b98-ad30-5aa6a3671ccb · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.688314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.688314Z digest=sha256:e21a94f9e6abef91c042b48ed8b47dda9419b521de1125f4ce7de58e6ebf63be

Observation 96565ae5-e97b-44ab-b777-75ad90b1982a · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.692811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.692811Z digest=sha256:faae50dfc784e01b5013ca270b0403f76ca3ad431f0d1bf1173f9adb9f69599c

Observation da53644a-18eb-4bfa-ba21-98796b369d82 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.696607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.696607Z digest=sha256:14db2ba913b8efe536982509a313edd4a0f50447fb37d8b1df7dc572fe8ab1c4

Observation dd20d510-6044-401c-976d-942d9c7c2859 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.701108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.701108Z digest=sha256:c511e8eda000526aa9f8cc6d2fc0f9ce4a867288b9dab763766fc7dc41bc7314

Observation b5ce1fb9-37d1-4446-b0f7-9f26acd08e4d · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.705132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.705132Z digest=sha256:8010f7b2711e5c896caa15a3a79dba25e884dab99afded30f960ff3de74e1333

Observation f2d39fed-b573-4dca-9318-3e5ce5300b68 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.709559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.709559Z digest=sha256:d706591f3536bafa9639ed146bcb7916695fea0cecb29fb2314cbe3b6eec6d54

Observation 02d21486-9ee6-405c-905f-8bd693a8d39d · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.717497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.717497Z digest=sha256:dddfcd88c53099a8dd90dc660743e9d76d9899f9400922c0f408bfc033d10b19

Observation 7e83672d-e9d5-4a71-9162-d186608e1320 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.721326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.721326Z digest=sha256:0f7683f9b0665e8b0eccc1950f1aa90988935ef6d812ac9202249c2443b95551

Observation 71f9ed4f-0ff0-412b-b7e4-f3ff616a5e80 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.724973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.724973Z digest=sha256:57747e7efd33800ac76890bed9ffae7831797e900ce7d37da3b4c36f224f9e6a

Observation ef88fc15-0e68-4d52-b97d-6c7b3cacb1e8 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.728846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.728846Z digest=sha256:3b780825869214b4d09514e58ebef4e83c71bc581896e97442eb67d6be4b46d7

Observation fe2f47eb-f152-4a92-9726-253e10c3e884 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.732660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.732660Z digest=sha256:e16a36e1016102900182eb416dde19479cc2e4afaa05becbfd36087deb96057f

Observation 659d6698-4ac0-4b80-bb3e-d70a155c0c2a · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.736094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.736094Z digest=sha256:ec7886aa4088b98f3cbcbf1cfc6df25a5eb4bdcc1c1b01faad2bfa12ce586f6f

Observation 79648c6a-c9b9-44c6-b1f9-4749d3b4ea77 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.740076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.740076Z digest=sha256:98fd9d261afa39c233aeac53a35c62add8429715b206816bb898a74d8628c965

Observation 3ef85d19-0bc4-4c70-8878-087e06c8c1ca · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.743855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.743855Z digest=sha256:5e3f936258d766a8d22b88324eb50fac669f9a5a52b0f1b8573798c2d55319ec

Observation 062ff82c-bbb6-4c0e-a678-56fca1a05448 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.743611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:54.747483Z digest=sha256:352888b8f726ffae6bf3ded795cfd7a92765fea812291e25eab49f807ca7c3ed

Observation faa4dcb5-54ea-4f34-b19e-f3192b7b78f4 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.733495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:54.750950Z digest=sha256:feca8b9fb4b601222d9084876eaf5281bc8b8477289aac56cc103e7da5b1723c

Observation 94149a74-d7b3-4853-8785-fd7eb3afac73 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.723485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:54.754484Z digest=sha256:8b191dae7973da26eabe5250879fb2e7e29d4f980bc95c14cb2287058c9aed52

Observation 47c6eae7-f98e-4e2d-8ce8-d24a8a078c73 · outbound

This paper cites Stochastic Optimization of Sorting Networks via Continuous Relaxations.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Stochastic Optimization of Sorting Networks via Continuous Relaxations

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.758240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.758240Z digest=sha256:3379c5bfbf99a5532c668f6ea8209cb9e63468ff1936f32b37194ab6793cff2d

Observation bfe0953a-6a3b-4cfb-a3a3-ac79d8c38706 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.713275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:54.762658Z digest=sha256:0330f9aba92114196a7d70f3f1844d41ecb7eb83668b11265527781c0eb7e445

Observation f155a270-3e1e-46d1-bef8-21f67f7c0fe1 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.703425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:54.766110Z digest=sha256:485a726751878d43bd0fad5efdd87e1e22b49aa11c4e5b74bdd04defdc8e8d70

Observation 43a7463c-23e3-48f6-b594-dac654bd6e06 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.769417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.769417Z digest=sha256:dc5967455848f9a1a7ce9ed82b122dab0d3f3b4bf17045bf276ff836596c3de3

Observation 9055a17e-3097-4f3b-a8c5-896290faebe6 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.772670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.772670Z digest=sha256:62e7fb51b6d3f20d3545e18fae8cd804228c8c570c6dcc237c9358fd8038a179

Observation a1b71a49-4ffa-4601-8d0c-62305cba5b9c · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.776836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.776836Z digest=sha256:04d4b4d85e5577215a8886a81d1ae578e6d926e263654e8c04f2beeec97438c5

Observation 628e469e-2113-470e-aef9-1740b09c48aa · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.780360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.780360Z digest=sha256:ad15666a42f0de8b269f17a031edf2d30c68f769a6c94e55ebc9317a22948301

Observation 05c72c9f-09cb-4fbe-b720-86b7a77fc42d · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.783470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.783470Z digest=sha256:c5769d89586d5f985014995060044576e82dde061e0284c2cbe17998efc6cad3

Observation 9d2da361-6839-44f4-91b4-8e781a88b20a · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.790799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.790799Z digest=sha256:2036cf4d8cf2bafb247c9ebfc30834d548343481f6d3be7c88a961d04c508f15

Observation fd7a70db-3c44-4ff8-b46a-93d2eb070b16 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.656250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:54.795289Z digest=sha256:49c8a4f28883d1049c7ca7c16ce89ff05057b7e6022d7ad0699fd1d20698d64f

Observation 4edae9c0-9683-4b1b-919e-3049d924c7fb · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.645994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:54.798870Z digest=sha256:964bf3f7ebc6b8b999814360ae3ec8b9c604ede5c857ffaa85f62a3fb8523d7e

Observation ac840bbd-e2aa-4457-aaab-4f5c5f3f60e2 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.635205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:54.802301Z digest=sha256:81abcd3899d9b84e4314e99a50c02caa369f3331ed32e6a055e0c397393ae41b

Observation d091dcca-7009-41a2-8016-50249e7f6f98 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.809511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.809511Z digest=sha256:8e39bf71b2076d8ab999682b417239f9a4ed000db996fefbbdffe54849995f96

Observation 14074b3a-dace-4793-9b6e-3b677f731355 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.813641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.813641Z digest=sha256:3220b5feae811df5f5d4ddbefc79458191405df6a82c1d08a5ad8c2a360c8541

Observation 092a1820-a1ff-447e-a6cf-dba902035702 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.817143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.817143Z digest=sha256:0d26a88f52e7f86387fc0675a2a5d82c947766179a41585c1f4d42f60af6ae7e

Observation 94311929-59c0-41ff-8ffc-0f5ef96f088d · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.593622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:54.821071Z digest=sha256:7bb0e2d7ccd3918b858768cf0a6966b5c8e79e7e4fc5f4da102cbb0861fc855a

Observation d0f5f110-3a87-41b4-9b7e-bcb3001bf3a8 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.824629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.824629Z digest=sha256:bc532c654dfa46c05decd8052942140a31f1c517c58c92c5652034fccdbe44da

Observation 4c53f4b8-1de2-496b-a0bf-c2c6280141da · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Adam: A Method for Stochastic Optimization

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.828011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.828011Z digest=sha256:0972032e19942ea7abae581fe608567d51ad12657803bb55d522beb99ab86f2a

Observation 81851370-1516-4382-8ece-2dffcc73c1f9 · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Semi-Supervised Classification with Graph Convolutional Networks

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.831905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.831905Z digest=sha256:24e1c371c05cbea96625c3ae364766b5f0ad50b1b94c8e012fba8da02e47d63e

Observation 30326e41-983f-41cf-b150-90f2929028cd · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.835936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.835936Z digest=sha256:7923ae764d465d937c82fdce95a882c302a7df9a933c07011489186a2b1d436b

Observation 78e08470-74a8-46d8-b1b3-881f2780796e · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.566023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:54.839560Z digest=sha256:e4685cc6b59fe4c289892be0726a96dc2e0666f7be11da64f7c79c04aaf9648c

Observation 42c4faf6-30d2-43bd-8296-a3e8fe874ed6 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.843092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.843092Z digest=sha256:794a979f48e7a09332528bdfb1712e9e526cc84c088a89ffa445a1e7410c37cf

Observation 13d87700-849b-475f-b4ea-d32723da24da · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.549706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:54.846802Z digest=sha256:37e64fad4238aad0ecaaaaaa425ceeaca2b1d6c6c966d62865f2442e8f5779c8

Observation 2fc68cf6-8ae3-4edd-b8f9-45576b777d3e · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.850549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.850549Z digest=sha256:7121f78a9c42e90624c9b54fe4c84e3d694c186e479aadf6ef1b5c320b0b5c8b

Observation 807e82fc-7dfa-4327-a656-c16c408783b6 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.853931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.853931Z digest=sha256:5e100221cc321cb47e19b37c4bf9d94c1c87c40b1241e05c271cd91810afb123

Observation 135191b5-fe0e-4a17-8047-c3b28a33c6ff · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.857250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.857250Z digest=sha256:69a3498bff05d3c3e6a41d7ddbec2f09829182dd18e535fa18408ab8777f2312

Observation 3d27e969-4b9d-4aae-b5ec-c35e8f065dad · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.860749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.860749Z digest=sha256:13ad5d38231fccfe9819922920f2b2889a7ec1947f3b43df535df362fc2f0737

Observation 5b76c984-86e7-4604-885c-c02e9ab61988 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.516681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:54.865250Z digest=sha256:31a86807819d58772217a01f57a3c8901ef8db084268f1b81c3496530b2222c3

Observation 5b71f408-27e1-479b-8b2d-ab16a0dd10c1 · outbound

This paper cites Generating Personalized Recipes from Historical User Preferences.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Generating Personalized Recipes from Historical User Preferences

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.868996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.868996Z digest=sha256:e36262dd3f9fb19d6773b814a0733dd168c3a35d613c42b9aa224e1538f6060a

Observation c986e8fa-a2c8-41df-8dc4-3141cb287b4c · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.506632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:54.873671Z digest=sha256:4b567fdc060d714124ecdf91909e611f69cde1dff77300335d0f2e3ffc2dbe93

Observation fc76cebd-f942-4ca0-b3e7-6a98f19a804f · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.877638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.877638Z digest=sha256:9b10628ee663dcf9b29dad946b65a8388e8210d4af5b33c1c99ab26ece263b01

Observation b2f4391d-d497-4894-98e0-1c757e31b7c6 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.885734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.885734Z digest=sha256:e24d132d7b46623e10304d219b4ede68f3612158750e6c1c8f2718980f4b442b

Observation 58e6f942-1686-495d-a3b0-465df930418d · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.479017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:54.889352Z digest=sha256:22d44b883b017959db11fc3c64a509080d4c3e3f20fa9fd1bf55e88ba51d0c5f

Observation b4c09052-6b85-4e5f-b66c-84484b6ff690 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Representation Learning with Contrastive Predictive Coding

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.892892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.892892Z digest=sha256:570aff06a926f01df531793e0fee13e2b7adcb040310e9f420cd76262f9f86f2

Observation 4c2431c5-d4ef-4564-9178-b35abbc208ec · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.469360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:54.896945Z digest=sha256:6dba738bf9ecb4abac7a1dc17fbdb6b00c10387cae2a463b62846603d1382935

Observation 04ecc1c9-7612-4a14-8d8d-0f92ff32ef72 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.900267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.900267Z digest=sha256:4d002dbb08c549738039cf8ceb4ac5bd6723eb0c7784cd614ec194e90ee49834

Observation 4169f2b9-f6f2-4ff5-aee3-6bc585c80e6b · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.453713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:54.903614Z digest=sha256:41e44bc4c52d48f927ae98d27ae88e63ce0c35d46b2fb5cfd1c0b5c4ae3c9e53

Observation 66802fa8-0e95-423c-82e5-c00a2e4ce55f · outbound

This paper cites NeuralNDCG: Direct Optimisation of a Ranking Metric via Differentiable Relaxation of Sorting.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems NeuralNDCG: Direct Optimisation of a Ranking Metric via Differentiable Relaxation of Sorting

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.907524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.907524Z digest=sha256:b0843f7b41f22324c4ec8d3aa386af67747fc093d11a729c6b28f01292c698e8

Observation 9bf07771-bdff-4bf8-9ca1-664ffe57047a · outbound

This paper cites Introducing LETOR 4.0 Datasets.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Introducing LETOR 4.0 Datasets

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.911481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.911481Z digest=sha256:ecd85f3f68f62ee606e6c9970c718a11cfd1687ee2a7c2a2d5f258c3878e5a20

Observation 39d6d9bf-e3a7-4d25-a4ab-08bb712fb7ae · outbound

This paper cites Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable Convergence.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable Convergence

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.914930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.914930Z digest=sha256:970f1f9e656d14c1bd748699f91dc08fd79c3056a93c24ec2ef538699de97828

Observation 724640f0-c7d2-4ad1-849c-071175efaffe · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.442913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:54.919194Z digest=sha256:6b6aede0ec25cbc6f97beae57ad07bdb34dda26a55a7b3169bf7932f7f460464

Observation 2e91793f-02b0-44af-a361-734fc9e9eeb1 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.922754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.922754Z digest=sha256:97e853cd81f565cbcff9f3f7eb99be19053b69c05037aa8f91308682a0eb5db8

Observation fe445d60-eed6-484e-8b44-7e8be30c35f8 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.930375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.930375Z digest=sha256:52e162db8249974fbc7a4085d3e37a0b9e938b4257ba7e3f7a11a333abe87366

Observation 3438bdc3-6dcd-4d0d-805a-c0db7ae71c8a · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.937164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.937164Z digest=sha256:d1326ebef4f3aa50ab6b44bad9dd9f346e286fcc46e845e83e4d638c3e75fdb5

Observation f3f633c5-3564-4d19-8a24-5f8816f2ed8a · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.940782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.940782Z digest=sha256:ec0fdf269b8e2808a9dfad1a6f283a56b54f20068ee9691bb6ad8b37cc8e667d

Observation 52e2f967-a264-4c1c-936a-f019e701fc13 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.391783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:54.944101Z digest=sha256:0f7a71505708e333218b6d37a113a5268bc7be31a2f073baf9fdb3fadda0b21c

Observation 3e4b679c-84a4-4057-8ad7-7f572e736d6e · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.947330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.947330Z digest=sha256:255c5ea7d10c75b75c9b0ce0b90f1a54a0f312f501b3b4e2cc4fcd9af59b1982

Observation ee642fa0-85eb-485d-aef4-4db32744cf26 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.374652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:54.950759Z digest=sha256:50f885d906f21964f5cb10fabf7e4128ba1a7545e3bbf4f2e94763fe43d95e44

Observation a567874d-09b2-4d4c-8a01-eafa018c7bea · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.363349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:54.954936Z digest=sha256:2f393d0248da8d2ab0e1821d5ac43b47caa7d55fce76408e061528ee2444fd76

Observation f45873bf-2776-42dd-9f39-312cac272a59 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.353453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:54.958409Z digest=sha256:5395584f428225d6d27e3ea1a8db4e01cf51963edc4bab808708ad3dae281513

Observation 15664a57-71ba-44d9-a4f5-0eee3f193278 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.961646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.961646Z digest=sha256:7d0dd4c15e6fa27315b05f47bed396bd5fc613edf4f3de103f9b982d2f4f5d7b

Observation 053080da-7025-4b91-9d7d-41143523077a · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.337325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:54.965030Z digest=sha256:2eed898398f729ef90a6a906d393f5dc5d914dc87369826a18247eb102e2b858

Observation 04e15112-3049-4c6c-a8f9-43883705e80b · outbound

This paper cites MSL: Not All Tokens Are What You Need for Tuning LLM as a Recommender.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems MSL: Not All Tokens Are What You Need for Tuning LLM as a Recommender

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.968721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.968721Z digest=sha256:b01c1c35a8a134b4d9d3f4a72375d1dbfc07c0f09dd2a1df583083750869692c

Observation 6913af2f-5d8c-4bdf-acab-2543133be540 · outbound

This paper cites LLM4DSR: Leveraging Large Language Model for Denoising Sequential Recommendation.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems LLM4DSR: Leveraging Large Language Model for Denoising Sequential Recommendation

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.972919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.972919Z digest=sha256:78fd48a8dbeb9abb8fc66a9d78670f2301f273e1638cbe4286244585ffebdca0

Observation f3b5c218-1198-4a4f-9f18-e323ff6e5db3 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.327950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:54.976415Z digest=sha256:2f9f45ce5d99e9cb8249904f148fd75c58d2e43945101ff3334608728cc793e3

Observation 5e164af6-8c50-451a-9c43-612c685e1fe7 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.979974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.979974Z digest=sha256:e04f2c798283a4b9212c3ddb83f3e0313c71c16de258c5e725123fbd4fabc8c5

Observation 88e5cd9a-a65b-47c1-83da-740e5c7c7158 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.987632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.987632Z digest=sha256:beebbf7656cddd4063af1e8b2b9d26331392a74a35c1f5625899786574fa6ff7

Observation 0be02a23-11a4-4643-b377-cd33cc1cbb9a · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.990942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.990942Z digest=sha256:0c1284f8f6a4dfe5629b4596700c8532866b6f4a40c1d1d6517db26c24de5e62

Observation a41adfe4-2b82-412c-b373-50ed25843ef2 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.279618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:54.997841Z digest=sha256:0def759e5c9a0d90ef12be88f47ee0b33642ebf3d61cb7cf16d901a79dbb19ae

Observation 0edec06c-2c78-47be-a173-1f5740c757c3 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:55.001066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:55.001066Z digest=sha256:bfbce8ae770ff61a2774e9e1382efb4ab70084896254afa6f67d6e9ee8920562

Observation 81519d5f-9680-4159-b27f-6b03f0b663ea · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.263967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:55.004799Z digest=sha256:7c94672a1ecc9fa388027ae7800e27f24e606d0d61475487e33321592b07a4b1

Observation 39423d2a-bc0f-4c58-80bd-c49b5098b776 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.254060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:55.009450Z digest=sha256:4587bf4f98683c1627138fe8c3ba6357fd59652d432a44f5410fd8061dc1d3aa

Observation 2d415b7a-386f-45ab-bd73-bd9c721a8dd5 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:55.013193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:55.013193Z digest=sha256:108b5c28cc166b8a18f8e01fd82fe0eb4e23ecfd33c5357750a55262e5659659

Observation 05b86df1-ee63-44a9-b101-b163fab7d879 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.237619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:55.016515Z digest=sha256:789663391a3374dc73f56ceebc6169c0dc1d160f01844d23f5435d086beacf86

Observation e5f3def4-31a2-48e3-bb71-b27896e4b192 · outbound

This paper cites PSL: Rethinking and Improving Softmax Loss from Pairwise Perspective for Recommendation.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems PSL: Rethinking and Improving Softmax Loss from Pairwise Perspective for Recommendation

Reference 84

Resolution
verified exact
local_arxiv, observed 2026-08-15T17:44:55.078092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:55.019796Z digest=sha256:396e2cb26847a550e689e0d23ad79b2a15dbc41433f31443fcc3b325303263e8

Observation 0939d747-453c-4f1b-b618-72a959e7adfe · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:55.023296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:55.023296Z digest=sha256:c0e2582105dbc9e09413ba3c3162738965a721af0a43ccfbd8572bf3b85e48fd

Observation b730ecb6-8291-4c91-a016-acf4a212d88a · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 86

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:55.026809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:55.026809Z digest=sha256:7062643b58d9b070d850469da5a236e865c6baa5f2ec664bf29f5b35b6fd6eb3

Observation e1f92375-aaaa-41a5-8eee-e496eff64c94 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 87

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.215522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:55.030192Z digest=sha256:324bdca5058f4a42561da20c02e5cfb411a3e4e8b3c54162dd85f247478248c6

Observation 9533a2e2-3fe6-4f38-a1e3-bd56421b782c · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 88

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.205454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:55.033783Z digest=sha256:18bbb1bcd19ef0e6926da1a31521b220c58e873ce35652542de672c096b2b453

Observation 52f95252-cde3-4bfa-8241-0640305aac44 · outbound

This paper cites an unresolved cited work.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Unresolved cited work

Reference 95

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:44:55.195326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:55.038194Z digest=sha256:94ca6e67c0a9042f8105100ca1c011931f358c86052d3bccb13e690b567928dd

Observation 1c6c2cb5-e9c5-4cde-a283-50924ec56b13 · outbound

This paper cites Imp." denotes the improvement of SL@𝐾 over LambdaLoss@𝐾, while.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems Imp." denotes the improvement of SL@𝐾 over LambdaLoss@𝐾, while

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:55.184719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:55.041535Z digest=sha256:2a55962edf613141dc5a12fea87c510b34a82ee7986e68cfdd6ae1e2817c1f79

Observation 8f30bd22-dba1-466a-962a-c4155d69ffd8 · outbound

This paper cites In Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems In Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence

Reference 2009

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.933798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.933798Z digest=sha256:7c1a69f26b0102af0726f5b6c21993f4ddd12d402db79f2f951b35ab091570c1

Observation 4b101dcc-3889-409a-b862-4b7252b8f36e · outbound

This paper cites In Proceedings of the 38th international ACM SIGIR conference on research and development in information retrieval.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems In Proceedings of the 38th international ACM SIGIR conference on research and development in information retrieval

Reference 2015

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:54.882010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:44:54.882010Z digest=sha256:c3ddd58e2001fe32cb807e2277cbbc609f06c222cce6e6708b014e9216800ed0

Observation 696f3ffb-916f-4406-a1b4-012e48eeb8b9 · outbound

This paper cites In Proceedings of the tenth ACM international conference on web search and data mining.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems In Proceedings of the tenth ACM international conference on web search and data mining

Reference 2017

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:55.426189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:54.926460Z digest=sha256:7cefd0a42aac2f0e8c14c102b0d0e18e53f178d7a3746bf2550526eba805c348

Observation d01061a4-eeb3-4be6-9e66-2be2bed7efba · outbound

This paper cites In Proceedings of the 27th ACM international conference on information and knowledge manage- ment.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems In Proceedings of the 27th ACM international conference on information and knowledge manage- ment

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:55.290334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:54.994417Z digest=sha256:ef93000855d292e7a1f440ca0154b34d17d5deb0bf952c030ecc5d353563e9e9

Observation 8dc088ef-a198-42e1-aa43-e13d56840722 · outbound

This paper cites In Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems In Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:55.311811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:54.984053Z digest=sha256:927e2be2a345631ba13c6e40f6a11b7fd9af308bc18cf005737af2efe71f9223

Observation dacd60c0-ea30-421c-b72b-4e482e8cf121 · outbound

This paper cites In Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval.

Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems In Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:55.623994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T17:44:54.805776Z digest=sha256:dfe95005ef3bc5d6dd88b8b662d773193a2f99068aaa20374b4e34b3ac3c936a

Pith citing papers

No inbound Pith citation observations are available.