Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T05:39:24.878582Z
Paper Citation Record · LEDGER
A Reward-Directed Diffusion Framework for Generative Design Optimization
As of 19 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 0 inbound Pith citation observations for arXiv:2508.01509.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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
Reference resolution
71 of 71 outbound references displayed
- verified exact1
- verified fuzzy6
- unresolved64
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation ee8b3dd7-6819-45f1-942d-8cffaeeeecb8 · outbound
This paper cites ElMaraghy, H.
A Reward-Directed Diffusion Framework for Generative Design Optimization ElMaraghy, H
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:18.765697Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80c57f26-0b18-4fb5-816f-26a5ba2d2863 · outbound
This paper cites an unresolved cited work.
A Reward-Directed Diffusion Framework for Generative Design Optimization Unresolved cited work
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:18.821119Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 251e623e-730e-4c4d-b3e6-17371af31cde · outbound
This paper cites Misra, Design Principles of Ships and Marine Structures, Taylor & Francis Limited, 2020.
A Reward-Directed Diffusion Framework for Generative Design Optimization Misra, Design Principles of Ships and Marine Structures, Taylor & Francis Limited, 2020
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:18.897312Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57f8b78c-c319-46d5-a704-98cbe92cf255 · outbound
This paper cites Zhang, S.-L.
A Reward-Directed Diffusion Framework for Generative Design Optimization Zhang, S.-L
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:18.971983Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02dc5d96-9784-4dad-a60d-6515e34a6275 · outbound
This paper cites Kumar, S.
A Reward-Directed Diffusion Framework for Generative Design Optimization Kumar, S
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:19.051151Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c384e2a-f55b-45a2-86f2-2d734750bbb2 · outbound
This paper cites an unresolved cited work.
A Reward-Directed Diffusion Framework for Generative Design Optimization Unresolved cited work
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:19.168370Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b00898f6-c2f3-4c8c-b75a-c8603328c540 · outbound
This paper cites Regenwetter, A.
A Reward-Directed Diffusion Framework for Generative Design Optimization Regenwetter, A
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:19.308571Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4b882354-62b3-4fe4-8ef5-66f279504059 · outbound
This paper cites Jouhaud, P.
A Reward-Directed Diffusion Framework for Generative Design Optimization Jouhaud, P
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:19.399497Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b6b45fed-09de-482c-b441-9c474aadb42e · outbound
This paper cites Park, P.-K.
A Reward-Directed Diffusion Framework for Generative Design Optimization Park, P.-K
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:19.482036Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21e0076d-2064-4ef8-9fea-e49985ae5df1 · outbound
This paper cites Kawai, K.
A Reward-Directed Diffusion Framework for Generative Design Optimization Kawai, K
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:19.593975Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24c95040-bd46-48d0-8a34-285e16d61d84 · outbound
This paper cites Alizadehdakhel, M.
A Reward-Directed Diffusion Framework for Generative Design Optimization Alizadehdakhel, M
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:19.701728Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3074ef6-b31b-4277-bee2-08154a81996d · outbound
This paper cites an unresolved cited work.
A Reward-Directed Diffusion Framework for Generative Design Optimization Unresolved cited work
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:19.779916Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09e1122a-0fd7-49f6-be8e-715c5216e43e · outbound
This paper cites an unresolved cited work.
A Reward-Directed Diffusion Framework for Generative Design Optimization Unresolved cited work
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:19.868069Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 31f97fa7-b78d-4421-a531-b1742d760f63 · outbound
This paper cites an unresolved cited work.
A Reward-Directed Diffusion Framework for Generative Design Optimization Unresolved cited work
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:19.939313Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d98519d-6de2-4287-93a4-a1c6fd7fb4e2 · outbound
This paper cites Raissi, P.
A Reward-Directed Diffusion Framework for Generative Design Optimization Raissi, P
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:20.008278Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd47feb3-f77a-43d1-8faa-3afe12c70257 · outbound
This paper cites Fourier Neural Operator for Parametric Partial Differential Equations.
A Reward-Directed Diffusion Framework for Generative Design Optimization Fourier Neural Operator for Parametric Partial Differential Equations
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:20.077923Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9c7fe8a-0ea5-4cee-822c-deb2e56da2fe · outbound
This paper cites an unresolved cited work.
A Reward-Directed Diffusion Framework for Generative Design Optimization Unresolved cited work
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:20.165420Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 910170b4-bdc6-4ed9-be9b-f4f0163b144c · outbound
This paper cites an unresolved cited work.
A Reward-Directed Diffusion Framework for Generative Design Optimization Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:20.232401Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3cd7aaa2-cab3-4f1e-815d-928fb42c3044 · outbound
This paper cites an unresolved cited work.
A Reward-Directed Diffusion Framework for Generative Design Optimization Unresolved cited work
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:20.359203Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c1cb38c-33b5-4533-9607-a05a2f561a3d · outbound
This paper cites an unresolved cited work.
A Reward-Directed Diffusion Framework for Generative Design Optimization Unresolved cited work
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:20.481116Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f4ca2e1-a9e3-4ddc-b283-20b534fe9d2a · outbound
This paper cites Generative Thermal Design Through Boundary Representation and Multi-Agent Cooperative Environment.
A Reward-Directed Diffusion Framework for Generative Design Optimization Generative Thermal Design Through Boundary Representation and Multi-Agent Cooperative Environment
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:20.588809Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b325f4a-c26f-43ef-8b6a-45593ddc9076 · outbound
This paper cites an unresolved cited work.
A Reward-Directed Diffusion Framework for Generative Design Optimization Unresolved cited work
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:20.693415Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e17b5a63-139b-42da-be0b-713bcf2af50c · outbound
This paper cites Baque, E.
A Reward-Directed Diffusion Framework for Generative Design Optimization Baque, E
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:20.776638Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50856281-1038-4002-a7a5-a135fe1e6eac · outbound
This paper cites Regenwetter, C.
A Reward-Directed Diffusion Framework for Generative Design Optimization Regenwetter, C
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:20.873615Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62ec1263-6470-4eb5-8353-1e5c1867f8f2 · outbound
This paper cites an unresolved cited work.
A Reward-Directed Diffusion Framework for Generative Design Optimization Unresolved cited work
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:20.920018Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d8919f3-6259-428e-836d-9ae80629f12e · outbound
This paper cites an unresolved cited work.
A Reward-Directed Diffusion Framework for Generative Design Optimization Unresolved cited work
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:20.989119Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64b87843-d490-4782-8f30-26ba93a056d4 · outbound
This paper cites an unresolved cited work.
A Reward-Directed Diffusion Framework for Generative Design Optimization Unresolved cited work
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:21.088504Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c81c0052-b1ee-4dac-94b6-332f78991ca2 · outbound
This paper cites Azizzadenesheli, N.
A Reward-Directed Diffusion Framework for Generative Design Optimization Azizzadenesheli, N
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:21.182000Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9452dcec-0dd7-46ec-a42c-42488a93e2ca · outbound
This paper cites Shukla, V.
A Reward-Directed Diffusion Framework for Generative Design Optimization Shukla, V
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:21.272681Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f46d2b48-cba5-48d1-b2be-63fb018ce18e · outbound
This paper cites Deep neural operators can serve as accurate surrogates for shape optimization: A case study for airfoils.
A Reward-Directed Diffusion Framework for Generative Design Optimization Deep neural operators can serve as accurate surrogates for shape optimization: A case study for airfoils
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:21.376507Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cbc0b44b-c2ee-442f-a588-d2939137ca82 · outbound
This paper cites an unresolved cited work.
A Reward-Directed Diffusion Framework for Generative Design Optimization Unresolved cited work
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:21.453306Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 652eedff-c05f-4514-bfb9-86eb843c9554 · outbound
This paper cites Horie, N.
A Reward-Directed Diffusion Framework for Generative Design Optimization Horie, N
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:21.515151Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70f0756a-b008-4e10-9520-7011f542c4ea · outbound
This paper cites an unresolved cited work.
A Reward-Directed Diffusion Framework for Generative Design Optimization Unresolved cited work
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:21.587185Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47a5697c-3183-4cc4-91a3-3cbf7693c6eb · outbound
This paper cites A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization.
A Reward-Directed Diffusion Framework for Generative Design Optimization A Graph Neural Network Surrogate Model for Multi-Objective Fluid-Acoustic Shape Optimization
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:21.682250Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66dc1044-251a-4d72-9238-49e432808b12 · outbound
This paper cites an unresolved cited work.
A Reward-Directed Diffusion Framework for Generative Design Optimization Unresolved cited work
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:21.751849Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4388232b-6ee5-4708-a806-fc75b6aafc9f · outbound
This paper cites an unresolved cited work.
A Reward-Directed Diffusion Framework for Generative Design Optimization Unresolved cited work
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:21.843730Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8dbb8bb3-a39e-4510-9d31-d07997f16468 · outbound
This paper cites Conditional Generative Adversarial Nets.
A Reward-Directed Diffusion Framework for Generative Design Optimization Conditional Generative Adversarial Nets
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:21.930995Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7947d0b-6939-4b8e-b5b5-c1dcb4a1fd2c · outbound
This paper cites Auto-Encoding Variational Bayes.
A Reward-Directed Diffusion Framework for Generative Design Optimization Auto-Encoding Variational Bayes
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:22.021445Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1e9880e2-38b0-49c6-87ea-8c5d4bb6eeb1 · outbound
This paper cites Zhang, Z.
A Reward-Directed Diffusion Framework for Generative Design Optimization Zhang, Z
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:22.094838Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d43a7bce-03e9-4a9f-93d3-b162a28c3bb2 · outbound
This paper cites Sohl-Dickstein, E.
A Reward-Directed Diffusion Framework for Generative Design Optimization Sohl-Dickstein, E
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:22.183403Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60de8d34-84fd-4117-8db3-1c0a3fd811ad · outbound
This paper cites an unresolved cited work.
A Reward-Directed Diffusion Framework for Generative Design Optimization Unresolved cited work
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:22.279767Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a62642b-5ba7-4785-a886-1d61513b5bfd · outbound
This paper cites Kotelnikov, D.
A Reward-Directed Diffusion Framework for Generative Design Optimization Kotelnikov, D
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:39:27.462512Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2b5ae98f-9f82-4dda-8bd9-2492c144a410 · outbound
This paper cites Score-Based Generative Modeling through Stochastic Differential Equations.
A Reward-Directed Diffusion Framework for Generative Design Optimization Score-Based Generative Modeling through Stochastic Differential Equations
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:22.694393Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9b90c77-cbea-486c-a212-487a253e2f83 · outbound
This paper cites Dhariwal, A.
A Reward-Directed Diffusion Framework for Generative Design Optimization Dhariwal, A
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:22.777843Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ab22c64-03f7-487c-adcf-9553fb48c5ce · outbound
This paper cites Diffusion Model for Data-Driven Black-Box Optimization.
A Reward-Directed Diffusion Framework for Generative Design Optimization Diffusion Model for Data-Driven Black-Box Optimization
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:22.853514Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a481c835-5b5b-4c93-8bfb-58cfb8ca43a2 · outbound
This paper cites Krishnamoorthy, S.
A Reward-Directed Diffusion Framework for Generative Design Optimization Krishnamoorthy, S
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:39:27.439122Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e3dee51d-d9c9-4592-b4d6-debad4019f45 · outbound
This paper cites Classifier-Free Diffusion Guidance.
A Reward-Directed Diffusion Framework for Generative Design Optimization Classifier-Free Diffusion Guidance
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:23.005042Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 050f5875-46d9-4d2b-9691-6004b54370ef · outbound
This paper cites an unresolved cited work.
A Reward-Directed Diffusion Framework for Generative Design Optimization Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:27.426054Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d982176f-58d4-4129-a33d-7372a6f88c01 · outbound
This paper cites Diffusion Models Beat GANs on Image Synthesis.
A Reward-Directed Diffusion Framework for Generative Design Optimization Diffusion Models Beat GANs on Image Synthesis
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:23.200352Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc141221-7e0f-45ae-9a55-5f67a5e997fd · outbound
This paper cites an unresolved cited work.
A Reward-Directed Diffusion Framework for Generative Design Optimization Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:27.412159Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7edcb536-870e-4dc5-95a6-9e3975425645 · outbound
This paper cites an unresolved cited work.
A Reward-Directed Diffusion Framework for Generative Design Optimization Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:27.399004Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation eb0a02d8-dd34-4fec-a711-ece91b78729d · outbound
This paper cites an unresolved cited work.
A Reward-Directed Diffusion Framework for Generative Design Optimization Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:27.356604Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 981735ef-ec2d-461a-a66c-855f2b9295bb · outbound
This paper cites an unresolved cited work.
A Reward-Directed Diffusion Framework for Generative Design Optimization Unresolved cited work
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:23.538374Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c70eb651-4ca8-4555-a3f1-8f42b262bd2d · outbound
This paper cites an unresolved cited work.
A Reward-Directed Diffusion Framework for Generative Design Optimization Unresolved cited work
Reference 56
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:26.999189Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 293cd9d4-123e-4190-b3ae-386682f6d23d · outbound
This paper cites Norouzi, S.
A Reward-Directed Diffusion Framework for Generative Design Optimization Norouzi, S
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:39:26.698119Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 59a4662d-0a86-47c7-88b2-e6a9c054b7e8 · outbound
This paper cites Peters, K.
A Reward-Directed Diffusion Framework for Generative Design Optimization Peters, K
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:39:26.398733Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4b366c7e-a379-4258-968e-7d0266712ce7 · outbound
This paper cites Uehara, Y.
A Reward-Directed Diffusion Framework for Generative Design Optimization Uehara, Y
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:39:26.259360Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation fb1120ee-ca89-419c-98df-5c3ea740c772 · outbound
This paper cites Bridging Model-Based Optimization and Generative Modeling via Conservative Fine-Tuning of Diffusion Models.
A Reward-Directed Diffusion Framework for Generative Design Optimization Bridging Model-Based Optimization and Generative Modeling via Conservative Fine-Tuning of Diffusion Models
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:23.852399Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 79e972f8-d69b-4492-81a9-ad9a3a57f09a · outbound
This paper cites Advantage-Weighted Regression: Simple and Scalable Off-Policy Reinforcement Learning.
A Reward-Directed Diffusion Framework for Generative Design Optimization Advantage-Weighted Regression: Simple and Scalable Off-Policy Reinforcement Learning
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:24.007194Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation edef968b-9cb8-4932-b745-abe9736544b5 · outbound
This paper cites an unresolved cited work.
A Reward-Directed Diffusion Framework for Generative Design Optimization Unresolved cited work
Reference 63
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:26.068088Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5ef9c41f-dde5-4d0d-81fa-00f25db50783 · outbound
This paper cites Towards Controllable Diffusion Models via Reward-Guided Exploration.
A Reward-Directed Diffusion Framework for Generative Design Optimization Towards Controllable Diffusion Models via Reward-Guided Exploration
Reference 64
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T05:39:25.094259Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f3047f89-b76e-4774-8988-34d3227a6501 · outbound
This paper cites Understanding Reinforcement Learning-Based Fine-Tuning of Diffusion Models: A Tutorial and Review.
A Reward-Directed Diffusion Framework for Generative Design Optimization Understanding Reinforcement Learning-Based Fine-Tuning of Diffusion Models: A Tutorial and Review
Reference 65
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:24.245728Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02c7d371-e323-46f6-861c-a6fd48c51e21 · outbound
This paper cites Derivative-Free Guidance in Continuous and Discrete Diffusion Models with Soft Value-Based Decoding.
A Reward-Directed Diffusion Framework for Generative Design Optimization Derivative-Free Guidance in Continuous and Discrete Diffusion Models with Soft Value-Based Decoding
Reference 66
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:24.334518Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f22ca21-a72a-488e-ae5a-1d91f8f0ff30 · outbound
This paper cites Heyrani Nobari, W.
A Reward-Directed Diffusion Framework for Generative Design Optimization Heyrani Nobari, W
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:39:25.913729Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a4e3b491-ace2-459c-b78c-07ace799ae03 · outbound
This paper cites an unresolved cited work.
A Reward-Directed Diffusion Framework for Generative Design Optimization Unresolved cited work
Reference 68
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:25.739517Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0be2794a-1e48-4d48-ac49-7eb744df7a78 · outbound
This paper cites an unresolved cited work.
A Reward-Directed Diffusion Framework for Generative Design Optimization Unresolved cited work
Reference 69
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:25.587258Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3e9531c5-6d75-4e9c-b18c-9d6d4c6bce63 · outbound
This paper cites an unresolved cited work.
A Reward-Directed Diffusion Framework for Generative Design Optimization Unresolved cited work
Reference 70
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:39:25.426526Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4e5a29a5-3730-417b-9c31-5c2cc417ffe4 · outbound
This paper cites an unresolved cited work.
A Reward-Directed Diffusion Framework for Generative Design Optimization Unresolved cited work
Reference 71
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:24.664422Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04ebad54-2f14-44b5-8ab2-696c3c832f66 · outbound
This paper cites Shwartz-Ziv, A.
A Reward-Directed Diffusion Framework for Generative Design Optimization Shwartz-Ziv, A
Reference 72
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:24.731028Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e0bb5a6-9a64-4a12-901c-3fe2f2d1e92f · outbound
This paper cites McElfresh, S.
A Reward-Directed Diffusion Framework for Generative Design Optimization McElfresh, S
Reference 73
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:24.831644Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70f74f36-c3b9-40bc-9308-913082da81eb · outbound
This paper cites an unresolved cited work.
A Reward-Directed Diffusion Framework for Generative Design Optimization Unresolved cited work
Reference 74
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:39:24.878582Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.