ICLR 2025 Conference Submissions

Solving Differential Equations with Constrained Learning
Viggo Moro, Luiz F. O. Chamon
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Compression via Pre-trained Transformers: A Study on Byte-Level Multimodal Data
David Heurtel-Depeiges, Anian Ruoss, Joel Veness, Tim Genewein
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
KambaAD: Enhancing State Space Models with Kolmogorov–Arnold for time series Anomaly Detection
Yiyun Chen, Jia Guo, Xinchun Yu, Defu Cao, Xiao-Ping Zhang
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ClassDiffusion: More Aligned Personalization Tuning with Explicit Class Guidance
Jiannan Huang, Jun Hao Liew, Hanshu Yan, Yuyang Yin, Yao Zhao, Humphrey Shi, Yunchao Wei
- Published: 22 Jan 2025, Last Modified: 23 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Procedural Fairness Through Addressing Social Determinants of Opportunity
Zeyu Tang, Alex John London, Peter Spirtes, Kun Zhang
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Protecting Copyrighted Material with Unique Identifiers in Large Language Model Training
Shuai Zhao, Linchao Zhu, Ruijie Quan, Yi Yang
- 25 Sept 2024 (modified: 02 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
ART-FR: masked Auto-Regressive Transformer for Face Restoration
Zhengjian Yao, JiaKui Hu, Lujia Jin, Lei Zhu, Hangzhou He, Yanye Lu
- 25 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Language-conditioned Multi-Style Policies with Reinforcement Learning
Chenglu Sun, Shuo Shen, Peng Cheng, Deyi Xue, Senwen Yu, Wenzhi Tao, Zixia Zhou
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ReGRAF: Training free Prompt Refinement via Gradient Flow for Segmentation
Minjae Lee, Sungwoo Hur, Soojin Hwang, Won Hwa Kim
- 25 Sept 2024 (modified: 28 Mar 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
AtomSurf: Surface Representation for Learning on Protein Structures
Vincent Mallet, Yangyang Miao, Souhaib Attaiki, Bruno Correia, Maks Ovsjanikov
- Published: 22 Jan 2025, Last Modified: 12 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Rényi Neural Processes
Xuesong Wang, He Zhao, Edwin V. Bonilla
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
3DIS: Depth-Driven Decoupled Image Synthesis for Universal Multi-Instance Generation
Dewei Zhou, Ji Xie, Zongxin Yang, Yi Yang
- Published: 22 Jan 2025, Last Modified: 16 Apr 2025
- ICLR 2025 Spotlight
- Readers: Everyone
No-Regret and Incentive-Compatible Combinatorial Online Prediction
Jing Dong, Yaoliang Yu, Baoxiang Wang
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Conformal mapping Coordinates Physics-Informed Neural Networks (CoCo-PINNs): learning neural networks for designing neutral inclusions
Daehee Cho, Hyeonmin Yun, Jae Yong Lee, Mikyoung Lim
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
OpsEval: A Comprehensive Benchmark Suite for Evaluating Large Language Models’ Capability in IT Operations Domain
Yuhe Liu, Changhua Pei, Longlong Xu, Bohan Chen, Mingze Sun, Zhirui Zhang, Yongqian Sun, Shenglin Zhang, Wangkun, Haiming Zhang, Jianhui li, Gaogang Xie, Xidao Wen, Xiaohui Nie, Minghua Ma, Dan Pei
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Tell Me What You Don't Know: Enhancing Refusal Capabilities of Role-Playing Agents via Representation Space Analysis and Editing
Wenhao Liu, Siyu An, Junru Lu, Muling Wu, Tianlong Li, Xiaohua Wang, Xiaoqing Zheng, di yin, Xing Sun, Xuanjing Huang
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Adversarial Training for Defense Against Label Poisoning Attacks
Melis Ilayda Bal, Volkan Cevher, Michael Muehlebach
- Published: 22 Jan 2025, Last Modified: 06 May 2025
- ICLR 2025 Poster
- Readers: Everyone
PersonalLLM: Tailoring LLMs to Individual Preferences
Thomas P Zollo, Andrew Wei Tung Siah, Naimeng Ye, Ang Li, Hongseok Namkoong
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
iART - Imitation guided Automated Red Teaming
Sajad Mousavi, Desik Rengarajan, Ashwin Ramesh Babu, Vineet Gundecha, Ricardo Luna Gutierrez, Antonio Guillen, Avisek Naug, Soumyendu Sarkar
- 25 Sept 2024 (modified: 09 Oct 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Streamlining Prediction in Bayesian Deep Learning
Rui Li, Marcus Klasson, Arno Solin, Martin Trapp
- Published: 22 Jan 2025, Last Modified: 13 May 2025
- ICLR 2025 Poster
- Readers: Everyone
UniCO: On Unified Combinatorial Optimization via Problem Reduction to Matrix-Encoded General TSP
Wenzheng Pan, Hao Xiong, Jiale Ma, Wentao Zhao, Yang Li, Junchi Yan
- Published: 22 Jan 2025, Last Modified: 12 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
From Complex to Atomic: Enhancing Augmented Generation via Knowledge-Aware Dual Rewriting and Reasoning
Jinyu Wang, Jingjing Fu, Lei Song, Jiang Bian
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Learning to Communicate Through Implicit Communication Channels
Han Wang, Binbin Chen, Tieying Zhang, Baoxiang Wang
- Published: 22 Jan 2025, Last Modified: 07 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Accelerating Block Coordinate Descent for LLM Finetuning via Landscape Correction
Qijun Luo, Yifei Shen, Liangzu Peng, Dongsheng Li, Xiao Li
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Reformulating Strict Monotonic Probabilities with a Generative Cost Model
Yongxiang Tang, Yanhua cheng, Yanxiang Zeng, Xiaocheng Liu, Jiaochenchen, Ning Luo, Yuanpengjia, Xialong Liu, Peng Jiang
- 25 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone