ICLR 2025 Conference Submissions

Topic and Description Reasoning Generation based on User-Contributed Comments
Tong-Ru Wu, Jheng-Long Wu, PAN HONG-RUI
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Modification-Considering Value Learning for Reward Hacking Mitigation in RL
Evgenii Opryshko, Umangi Jain, Igor Gilitschenski
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Modeling Real-Time Interactive Conversations as Timed Diarized Transcripts
Garrett Tanzer, Gustaf Ahdritz, Luke Melas-Kyriazi
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Addax: Utilizing Zeroth-Order Gradients to Improve Memory Efficiency and Performance of SGD for Fine-Tuning Language Models
Zeman Li, Xinwei Zhang, Peilin Zhong, Yuan Deng, Meisam Razaviyayn, Vahab Mirrokni
- Published: 22 Jan 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Seeing Eye to AI: Human Alignment via Gaze-Based Response Rewards for Large Language Models
Ángela López-Cardona, Carlos Segura, Alexandros Karatzoglou, Sergi Abadal, Ioannis Arapakis
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
A Bregman Proximal Viewpoint on Neural Operators
Abdel-Rahim Mezidi, Jordan Patracone, Saverio Salzo, Amaury Habrard, Massimiliano Pontil, Rémi Emonet, Marc Sebban
- 27 Sept 2024 (modified: 29 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
LoRA vs Full Fine-tuning: An Illusion of Equivalence
Reece S Shuttleworth, Jacob Andreas, Antonio Torralba, Pratyusha Sharma
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Fast and Space-Efficient Fixed-Length Path Optimization
Martino Ciaperoni, Nikolaos Tziavelis, Athanasios Katsamanis, Panagiotis Karras
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Cognitive map formation under uncertainty via local prediction learning
Calvin Yeung, Zhuowen Zou, Nathaniel D. Bastian, Mohsen Imani
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Revisiting Large-Scale Non-convex Distributionally Robust Optimization
Qi Zhang, Yi Zhou, Simon Khan, Ashley Prater-Bennette, Lixin Shen, Shaofeng Zou
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Disentangling Textual and Acoustic Features of Neural Speech Representations
Hosein Mohebbi, Grzegorz Chrupała, Willem Zuidema, Afra Alishahi, Ivan Titov
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
RapidDock: Unlocking Proteome-scale Molecular Docking
Rafal Powalski, Bazyli Klockiewicz, Pawel Dabrowski-Tumanski, Maciej Jaśkowski, Łukasz Kuciński, Piotr Miłoś, Bartosz Topolski, Maciej Wiśniewski, Dariusz Plewczyński
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Text-to-graph Generation with Conditional Diffusion Models Guided by Graph-aligned LLMs
Yang Yao, Xin Wang, Yijian Qin, Zeyang Zhang, Wenwu Zhu, Hong Mei
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Beyond single neurons: population response geometry in digital twins of mouse visual cortex
Dario Liscai, Emanuele Luconi, Alessandro Marin Vargas, Alessandro Sanzeni
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Learning Molecular Symmetry Breaking via Symmetry-adapted Neural Networks
Justin M. Baker, Shih-Hsin Wang, Bao Wang, Andrea L. Bertozzi
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Hallucination Detox: Sensitive Neuron Dropout (SeND) for Large Language Model Training
Shahrad Mohammadzadeh, Juan David Guerra, Marco Bonizzato, Reihaneh Rabbany, Golnoosh Farnadi
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Sparse Rewards Can Self-Train Dialogue Agents
Barrett Martin Lattimer, Varun Prashant Gangal, Ryan McDonald, Yi Yang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
FAIRMINDSIM: ALIGNMENT OF BEHAVIOR, EMO- TION, AND BELIEF IN HUMANS AND LLM AGENTS AMID ETHICAL DILEMMAS
Yu Lei, Hao Liu, Chengxing Xie, Songjia Liu, Zhiyu Yin, Canyu Chen, Guohao Li, Philip Torr, Zhen Wu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
On the ergodic convergence properties of the Peaceman-Rachford method and their applications in solving linear programming
Guojun Zhang, Kaihuang Chen, Yancheng Yuan, Xinyuan Zhao, Defeng Sun
- 27 Sept 2024 (modified: 12 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Failure-Proof Non-Contrastive Self-Supervised Learning
Emanuele Sansone, Tim Lebailly, Tinne Tuytelaars
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Limits to scalable evaluation at the frontier: LLM as judge won’t beat twice the data
Florian E. Dorner, Vivian Yvonne Nastl, Moritz Hardt
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Oral
- Readers: Everyone
Random Features Outperform Linear Models: Effect of Strong Input-Label Correlation in Spiked Covariance Data
Samet Demir, Zafer Dogan
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Controlled Denoising For Diffusion Models
Sayak Mukherjee, Anuj Singh, Ahmad Beirami, Hadi Jamali-Rad
- 27 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Post-Hoc Robustness Enhancement in Graph Neural Networks with Conditional Random Fields
Yassine ABBAHADDOU, Sofiane ENNADIR, Johannes F. Lutzeyer, Fragkiskos D. Malliaros, Michalis Vazirgiannis
- 27 Sept 2024 (modified: 04 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
State Space Models are Provably Comparable to Transformers in Dynamic Token Selection
Naoki Nishikawa, Taiji Suzuki
- Published: 22 Jan 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone