Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T06:29:03.571240Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2607.21908.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T06:29:03.571240Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
54 of 54 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation a36bc1a7-b1fb-4acd-a8f1-c62c0dc96b62 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74439ade-3efe-4090-a71d-9b9b8fcfe3f7 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3b35647c-7372-4757-824c-d9ecc06d5c2d · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d7d63a38-97c2-4f7f-9e94-916a439c7c65 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b86e506f-77f8-498b-b0a2-e05fa8227eb6 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71a4886a-df83-40b2-9867-ca34cce3ddfd · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30e0fec0-f472-4f20-91e8-5afd17b5769a · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d04bcd9-4b86-4fa2-bcaf-914c7c4f1604 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d31473f1-d2a9-4d0a-b61d-6932a5204a12 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Zomaya, Sebti Foufou, and Abdelaziz Bouras
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8ba22171-4bd1-470a-996e-506557a4f5ab · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 17a9e51a-a8ab-47c3-b41b-708444318f4f · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Godfrey, Edward C
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34e2f94b-927c-4c2d-a7a8-72d387a2f3dc · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Chidananda Gowda and G
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5f2b2404-90d0-4943-8ccc-6411948fb0f2 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2c50992a-ad68-4f96-a7a1-9c3712032963 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 41cda38a-f033-4bd5-8e6f-936fc07574f6 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3db42a2c-d84f-4806-bde4-71148892a858 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4aa09f1e-f79e-4245-94f7-bde16f33e732 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Peper, Christopher Clarke, Andrew Lee, Parker Hill, Jonathan K
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a62498da-9d85-4c0e-8117-c33c8f0534c8 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a4fde54-db0e-4498-9573-8f215229b540 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 17a24ab3-9cb0-4bbc-b074-4ac0768fa83e · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 29dbccf1-4fcc-449f-8390-83afec78bc67 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8520845-eb76-4481-8249-08b21d6009a9 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f291e19-3d33-4677-abc8-41887f5cd75a · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 789765ca-3a53-4387-9e4e-de646ee639be · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 65f8ab5d-7ea1-4633-bea8-1ec977c397c6 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c22ee89d-6d85-40b9-826f-06c31ed16039 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a436326-8d2a-4b89-82e3-05cb00381a80 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f26ede96-02ce-45cb-9725-ba94a158c6f0 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c85ed328-9bec-4ad0-84f1-c84da8fee43f · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06849a2e-99d2-4282-a0bf-b9648abc4ed4 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4854436c-2bab-4e64-bd5c-729be9f153e0 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa5672d0-f7a4-4e91-bcaf-1e94c0b22d34 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37bb660e-44c3-4ea0-90b8-9d13dee71472 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Zico Kolter, Louis-Philippe Morency, and Ruslan Salakhutdinov
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4435c87d-cfbf-4de7-8341-9c0e67c07028 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f8c7143-1937-4e0d-a8c9-1e588954003b · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Attention Is All You Need
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e658f8a-fd54-4872-806e-2c1a8ece3319 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06a6763f-4c5d-4ad2-9c4d-ab63d9131b73 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec160b27-dc86-4751-8341-3133826cd916 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Sidiropoulos, and Mingyi Hong
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16374d21-ade7-4858-810a-7f0e4600a8c3 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Arnold, and Bing Xiang
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0371f48d-d93f-4443-aab3-dc7e96d99489 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f688acd-c501-462c-929f-cea7154588f2 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 737c5122-2f70-48d8-bd18-e44315fdb921 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 28b96a32-367e-43b7-8018-68b1756f93b0 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fbbe142b-048e-478a-a728-e7f43b99da84 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c64b582-442d-48f5-bfb0-ddf99354c574 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09efb875-6cf8-4539-84a0-6c051c02f055 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5868414-741e-4822-8fbf-31a2a522a14f · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fcdfdc68-8b28-4961-bbfd-6147f0dcfc2e · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c6fb2965-d503-4231-a90e-0673be94b318 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation requesting help
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0fc99cb-7bea-4af3-bc2b-d53b14ee2b9d · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation Unresolved cited work
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b68063c4-174c-40f6-a35a-3520d3b0477b · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation New Intent Discovery with Pre-training and Contrastive Learning
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59a28c80-8c06-4922-a2ea-e39552da0d6e · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation InProceedings of the AAAI Conference on Artificial Intelligence, Vol
Reference 2021
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3a42dd5e-647f-4330-abe9-08ef05e70e37 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation InProceedings of the 30th ACM International Conference on Multimedia(Lisboa, Portugal)(MM ’22)
Reference 2022
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 232aa2a8-c4ed-4d97-9ed5-ecaedf8545f4 · outbound
Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation InProceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, Yaser Al-Onaizan, Mohit Bansal, and Yun-Nung Chen (Eds.)
Reference 2024
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
No inbound Pith citation observations are available.