ICLR 2025 Conference Submissions

Learning LLM-as-a-Judge for Preference Alignment
Ziyi Ye, Xiangsheng Li, Qiuchi Li, Qingyao Ai, Yujia Zhou, Wei Shen, Dong Yan, Yiqun LIU
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Lightweight Neural App Control
Filippos Christianos, Georgios Papoudakis, Thomas Coste, Jianye HAO, Jun Wang, Kun Shao
- Published: 22 Jan 2025, Last Modified: 27 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Q-based Variational Inverse Reinforcement Learning
Ondrej Bajgar, Konstantinos Gatsis, Alessandro Abate, Michael A Osborne
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SCBench: A KV Cache-Centric Analysis of Long-Context Methods
YUCHENG LI, Huiqiang Jiang, Qianhui Wu, Xufang Luo, Surin Ahn, Chengruidong Zhang, Amir H. Abdi, Dongsheng Li, Jianfeng Gao, Yuqing Yang, Lili Qiu
- Published: 22 Jan 2025, Last Modified: 19 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Log-Sum-Exponential Estimator for Off-Policy Evaluation and Learning
Armin Behnamnia, Gholamali Aminian, Alireza Aghaei, Chengchun Shi, Vincent Y. F. Tan, Hamid R. Rabiee
- 27 Sept 2024 (modified: 22 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Monet: Mixture of Monosemantic Experts for Transformers
Jungwoo Park, Ahn Young Jin, Kee-Eung Kim, Jaewoo Kang
- Published: 22 Jan 2025, Last Modified: 11 May 2025
- ICLR 2025 Poster
- Readers: Everyone
Aligning Large Language Models via Self-Steering Optimization
Hao Xiang, Bowen Yu, Hongyu Lin, Keming Lu, Yaojie Lu, Xianpei Han, Le Sun, Jingren Zhou, Junyang Lin
- 27 Sept 2024 (modified: 16 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
GraphBridge: Towards Arbitrary Transfer Learning in GNNs
Li Ju, Xingyi Yang, Qi Li, Xinchao Wang
- Published: 22 Jan 2025, Last Modified: 23 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
The KoLMogorov Test: Compression by Code Generation
Ori Yoran, Kunhao Zheng, Fabian Gloeckle, Jonas Gehring, Gabriel Synnaeve, Taco Cohen
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
MTSTRec: Multimodal Time-Aligned Shared Token Recommender
Yen-Jung Hsu, Ming-Yi Hong, Che Lin
- 27 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
TrendDiff: Decoupling Intrinsic and Measurement Trends for Enhanced Time Series Causal Discovery
Pei Zhang, Biwei Huang, Linwei Tian, Kun Zhang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
FedDFQ : Personalized Federated Learning Based On Data Feature Quantification
Zouquan Chen, Jiaen Chen, Xiaofangwang, Yuchen Zheng
- 27 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
A Unified Approach to Routing and Cascading for LLMs
Jasper Dekoninck, Maximilian Baader, Martin Vechev
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
One Model to Train Them All: A Unified Diffusion Framework for Multi-Context Neural Population Forecasting
A. Carolina Filipe, Il Memming Park
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
AI-Assisted Generation of Difficult Math Questions
Vedant Shah, Dingli Yu, Kaifeng Lyu, Simon Park, Nan Rosemary Ke, Michael Curtis Mozer, Yoshua Bengio, Sanjeev Arora, Anirudh Goyal
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Towards Explaining the Power of Constant-depth Graph Neural Networks for Structured Linear Programming
Qian Li, Minghui Ouyang, Tian Ding, Yuyi Wang, Qingjiang Shi, Ruoyu Sun
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Bidirectional Communication-Efficient Non-Convex Adaptive Federated Learning
Xingcai Zhou, Guang Yang, Linglong Kong
- 27 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Hybrid Regularization Improves Diffusion-based Inverse Problem Solving
Hongkun Dou, Zeyu Li, Jinyang Du, Lijun Yang, Wen Yao, Yue Deng
- Published: 22 Jan 2025, Last Modified: 26 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
A Scalable Transformer-based Framework for Fault Detection in Mission-Critical Systems
Chao Wang, Bill Zeng, Huaze Tang, Zhenpeng Shi, Qian Zhang, Wenbo Ding
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Streaming Spatial-Temporal Prompt Learning for RGB-T Tracking
Hangfei Li, XiaoGuo, Yufei Zha, Peng Zhang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Understanding Neural Tangent Kernel Dynamics Through Its Trace Evolution
Zhiquan Tan, Tengyuan Liu, Weiran Huang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
RelCon: Relative Contrastive Learning for a Motion Foundation Model for Wearable Data
Maxwell A Xu, Jaya Narain, Gregory Darnell, Haraldur T Hallgrimsson, Hyewon Jeong, Darren Forde, Richard Andres Fineman, Karthik Jayaraman Raghuram, James Matthew Rehg, Shirley You Ren
- Published: 22 Jan 2025, Last Modified: 16 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Invariant Convolutional Layers for Time Series
Thibaut Germain, Chrysoula Kosma, Laurent Oudre
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
HELPFUL-ONLY LARGE LANGUAGE MODEL
Donghyeon Ko, Donghyun Kwak
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
DisCoNet: Rethinking Adversarial Networks for Discriminator-Driven Distribution Modeling
Francisco Caetano, Christiaan Viviers, Peter H.N. de With, Fons van der Sommen
- 27 Sept 2024 (modified: 28 Oct 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone