ICLR 2025 Conference Submissions

A General Feature Attribution Framework under a Black-box Setting
Yi Cai, Thibaud Ardoin, Gerhard Wunder
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Boosting Long-Context LLM Inference Efficiency with Intra-Layer Attention Similarity
Da Ma, Lu Chen, Situo Zhang, Yuxun Miao, Su Zhu, Zhi Chen, Hongshen Xu, Hanqi Li, Shuai Fan, Kai Yu
- 28 Sept 2024 (modified: 13 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Revolutionizing AI Companion in FPS Games
Wenya Wei, Qixian Zhou, Yifu Yuan, Ruochen Liu, Xuelei Zhang, Yan Jiang, Yongle Luo, Hailong Wang, Tianzhou Wang, Peipei Jin, Wangtong Liu, Elvis S. Liu
- 28 Sept 2024 (modified: 02 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
BID: Broad Incremental for Android Malware Detection
Yao Shiyi, Zixuan Huang, Chen Ling, Fawen Li, CHANGHAI OU, XINGSHUO HAN, Tingting Wang
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models
Junda Wu, Xintong Li, Ruoyu Wang, Yu Xia, Yuxin Xiong, Jianing Wang, Tong Yu, Xiang Chen, Branislav Kveton, Lina Yao, Jingbo Shang, Julian McAuley
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation
Egor Cherepanov, Nikita Kachaev, Artem Zholus, Alexey Kovalev, Aleksandr Panov
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Honesty to Subterfuge: In-Context Reinforcement Learning Can Make Honest Models Reward Hack
Leo McKee-Reid, Christoph Sträter, Maria Angelica Martinez, Joe Needham, Mikita Balesni
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Video Generation with Learned Action Prior
Meenakshi Sarkar, Devansh Bhardwaj, Debasish Ghose
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
U-MATH: A University-Level Benchmark for Evaluating Mathematical Skills in LLMs
Konstantin Chernyshev, Vitaliy Polshkov, Ekaterina Artemova, Alex Myasnikov, Vlad Stepanov, Alexei Miasnikov, Sergei Tilga
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Weak Bisimulation Metric-based Representations for Sparse-Reward Reinforcement Learning
Dayang Liang, Yunlong Liu
- 28 Sept 2024 (modified: 03 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Multivariate Time-series Forecasting with SPACE: Series Prediction Augmented by Causality Estimation
TINGZHOU WEI, Lai Zhong Yuan, Juntao Wang, Usman Naseem, Zonghan Du, Zihao Mao, Qingqing Cao, Qi Zhang, Liang Hu
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Distribution-Free Data Uncertainty for Neural Network Regression
Domokos M. Kelen, Ádám Jung, Péter Kersch, Andras A Benczur
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Learning representations on Lp hyperspheres: The equivalence of loss functions in a MAP approach
Nicolas Michel, Jean-François BERCHER, Giovanni Chierchia, Romain Negrel
- 28 Sept 2024 (modified: 23 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Self-Choose: Leveraging Diverse Reasoning Solutions to Self-Correct Multimodal Large Language Models
Yexiang Liu, Jie Cao, Ran He, Tieniu Tan
- 28 Sept 2024 (modified: 17 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
SOO-Bench: Benchmarks for Evaluating the Stability of Offline Black-Box Optimization
Hong Qian, Yiyi Zhu, Xiang Shu, Shuo Liu, Yaolin Wen, Xin An, Huakang Lu, Aimin Zhou, Ke Tang, Yang Yu
- Published: 22 Jan 2025, Last Modified: 25 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Understanding and Enhancing Safety Mechanisms of LLMs via Safety-Specific Neuron
Yiran Zhao, Wenxuan Zhang, Yuxi Xie, Anirudh Goyal, Kenji Kawaguchi, Michael Shieh
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Long Context Compression with Activation Beacon
Peitian Zhang, Zheng Liu, Shitao Xiao, Ninglu Shao, Qiwei Ye, Zhicheng Dou
- Published: 22 Jan 2025, Last Modified: 23 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
RouteFinder: Towards Foundation Models for Vehicle Routing Problems
Federico Berto, Chuanbo Hua, Nayeli Gast Zepeda, André Hottung, Niels Wouda, Leon Lan, Junyoung Park, Kevin Tierney, Jinkyoo Park
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Pre-Trained Vision-Language Model Selection and Reuse for Downstream Tasks
Hao-Zhe Tan, Zhi Zhou, Lan-Zhe Guo, Yu-Feng Li
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
IMPaCT GNN: Imposing invariance with Message Passing in Chronological split Temporal Graphs
Sejun Park, Joo Young Park, Hyunwoo Park
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Diagonal Structured State Space Model on Loihi 2 for Efficient Streaming Sequence Processing
Svea Marie Meyer, Philipp Weidel, Plank Philipp, Leobardo Campos-Macias, Sumit Bam Shrestha, Philipp Stratmann, Jonathan Timcheck, Mathis Richter
- 28 Sept 2024 (modified: 30 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
LASeR: Towards Diversified and Generalizable Robot Design with Large Language Models
Junru Song, Yang Yang, Huan Xiao, Wei Peng, Wen Yao, Feifei Wang
- Published: 22 Jan 2025, Last Modified: 30 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Transformers Learn Bayesian Networks Autoregressively In-Context
Yuan Cao, Yihan He, Dennis Wu, Hong-Yu Chen, Jianqing Fan, Han Liu
- 28 Sept 2024 (modified: 04 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
When Prompt Meets Frequency Learning for Efficient Image Restoration
Yuning Cui, Alois Knoll
- 28 Sept 2024 (modified: 12 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
MQFL-FHE: Multimodal Quantum Federated Learning Framework with Fully Homomorphic Encryption
Siddhant Dutta, Nouhaila Innan, Sadok Ben Ben Yahia, Muhammad Shafique, David E. Bernal Neira
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone