ICLR 2025 Conference Submissions

Perceived speech decoding and neurophysiological knowledge mining with explainable AI and non-invasive brain activity recordings
Daria Makeeva, Daria Kleeva, Alexey Voskoboinikov, Ilia Semenkov, Alex Ossadtchi
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Temporal Heterogeneous Graph Generation with Privacy, Utility, and Efficiency
Xinyu He, Dongqi Fu, Hanghang Tong, Ross Maciejewski, Jingrui He
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Zehan Qi, Xiao Liu, Iat Long Iong, Hanyu Lai, Xueqiao Sun, Jiadai Sun, Xinyue Yang, Yu Yang, Shuntian Yao, Wei Xu, Jie Tang, Yuxiao Dong
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Survival Analysis via Density Estimation
Hiroki Yanagisawa, Shunta Akiyama
- 27 Sept 2024 (modified: 02 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation
Xinpeng Wang, Chengzhi Hu, Paul Röttger, Barbara Plank
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Adaptive Methods through the Lens of SDEs: Theoretical Insights on the Role of Noise
Enea Monzio Compagnoni, Tianlin Liu, Rustem Islamov, Frank Norbert Proske, Antonio Orvieto, Aurelien Lucchi
- Published: 22 Jan 2025, Last Modified: 15 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Glauber Generative Model: Discrete Diffusion Models via Binary Classification
Harshit Varma, Dheeraj Mysore Nagaraj, Karthikeyan Shanmugam
- Published: 22 Jan 2025, Last Modified: 16 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Faster Adaptive Momentum-Based Federated Methods for Distributed Composition Optimization
Feihu Huang, Wang Xinrui, Siqi Zhang, Songcan Chen
- 27 Sept 2024 (modified: 12 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
AutoBencher: Towards Declarative Benchmark Construction
Xiang Lisa Li, Farzaan Kaiyom, Evan Zheran Liu, Yifan Mai, Percy Liang, Tatsunori Hashimoto
- Published: 22 Jan 2025, Last Modified: 12 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Evading Data Contamination Detection for Language Models is (too) Easy
Jasper Dekoninck, Mark Niklas Mueller, Maximilian Baader, Marc Fischer, Martin Vechev
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Defects4C: Benchmarking C/C++ Faults to Assess LLM-Based Program Repair
Jian Jornbowrl Wang, Xiaofei Xie, Shangqing Liu, Jiaolong Kong, Jiongchi Yu, Yi Li
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Training-free Editioning of Text-to-Image Models
Jinqi Wang, Yunfei Fu, ZHANGCAN DING, Bailin Deng, Yu-Kun Lai, Yipeng Qin
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Lightweight Quad Bayer HybridEVS Demosaicing via State Space Augmented Cross-Attention
Shiyang Zhou, Haijin Zeng, Yongyong Chen, Jie Liu, Jingyong Su
- 27 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Self-Evolving Multi-Agent Collaboration Networks for Software Development
Yue Hu, Yuzhu Cai, Yaxin Du, Xinyu Zhu, Xiangrui Liu, Zijie Yu, Yuchen Hou, Shuo Tang, Siheng Chen
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
MetaAdapter: Leveraging Meta-Learning for Expandable Representation in Few-Shot Class Incremental Learning
Lingyu Wu, Wenhao Yang, Lijun Zhang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Focus On This, Not That! Steering LLMs With Adaptive Feature Specification
Tom A. Lamb, Adam Davies, Alasdair Paren, Philip Torr, Francesco Pinto
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Reward-free Policy Optimization with World Models
Marc Höftmann, Jan Robine, Stefan Harmeling
- 27 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Is Attention All You Need for Temporal Link Prediction? A Lightweight Alternative via Learnable Positional Encoding and MLPs
Katherine Tieu, Dongqi Fu, Zihao Li, Ross Maciejewski, Jingrui He
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
READ-SQL: Reasoning Path Decomposer for Text-to-SQL
Yaxun dai, Haiqin Yang, Mou Hao, Pingfu Chao
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Unremovable Watermarks for Open-Source Language Models
Miranda Christ, Sam Gunn, Tal Malkin, Mariana Raykova
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Diffusion SigFormer for Interference Time-series Signal Recognition
Zhouhuaji, Xiaoyu Hao, Xu Liu, Lingling Li, Fang Liu, Licheng Jiao
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ThreadsGAN: Enhancing Coherence and Diversity in Discussion Thread Generation
Yamien Cheng, Jheng-Long Wu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
VideoLights: A Cross-Modal Cross-Task Transformer Model for Joint Video Highlight Detection and Moment Retrieval
Dhiman Paul, Md Rizwan Parvez, Nabeel Mohammed, Shafin Rahman
- 27 Sept 2024 (modified: 28 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments
Yusuf H Roohani, Andrew H. Lee, Qian Huang, Jian Vora, Zachary Steinhart, Kexin Huang, Alexander Marson, Percy Liang, Jure Leskovec
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
IntelLLM: Little Hints Make a Big Difference for LLM KV Cache Compression
TingLong Li, Qiuyu Shao
- 27 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone