ICLR 2025 Conference Submissions

On Minimizing Adversarial Counterfactual Error in Adversarial Reinforcement Learning
Roman Belaire, Arunesh Sinha, Pradeep Varakantham
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Human-Instruction-Free LLM Self-Alignment with Limited Samples
Hongyi Guo, Yuanshun Yao, Wei Shen, Jiaheng Wei, Xiaoying Zhang, Zhaoran Wang, Yang Liu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
On the Design and Analysis of LLM-Based Algorithms
Yanxi Chen, Yaliang Li, Bolin Ding, Jingren Zhou
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ToolDial: Multi-turn Dialogue Generation Method for Tool-Augmented Language Models
Jeonghoon Shim, Gyuhyeon Seo, Cheongsu Lim, Yohan Jo
- Published: 22 Jan 2025, Last Modified: 13 May 2025
- ICLR 2025 Poster
- Readers: Everyone
3D-MolT5: Leveraging Discrete Structural Information for Molecule-Text Modeling
Qizhi Pei, Rui Yan, Kaiyuan Gao, Jinhua Zhu, Lijun Wu
- Published: 22 Jan 2025, Last Modified: 29 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Unlearning Mapping Attack: Exposing Hidden Vulnerabilities in Machine Unlearning
Hao Xuan, Xingyu Li
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Fair Clustering via Alignment
Kunwoong Kim, Sangchul Park, Yongdai Kim
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Towards Fair RAG: On the Impact of Fair Ranking in Retrieval-Augmented Generation
To Eun Kim, Fernando Diaz
- 27 Sept 2024 (modified: 20 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
ParFam -- (Neural Guided) Symbolic Regression via Continuous Global Optimization
Philipp Scholl, Katharina Bieker, Hillary Hauger, Gitta Kutyniok
- Published: 22 Jan 2025, Last Modified: 06 May 2025
- ICLR 2025 Poster
- Readers: Everyone
Anomaly Detection by Context Contrasting
Alain Ryser, Thomas M. Sutter, Alexander Marx, Julia E Vogt
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Taming Transformer Without Using Learning Rate Warmup
Xianbiao Qi, Yelin He, Jiaquan Ye, Chun-Guang Li, Bojia Zi, Xili Dai, Qin Zou, Rong Xiao
- Published: 22 Jan 2025, Last Modified: 17 May 2025
- ICLR 2025 Poster
- Readers: Everyone
Redefining the task of Bioactivity Prediction
Yanwen Huang, Bowen Gao, Yinjun Jia, Hongbo Ma, Wei-Ying Ma, Ya-Qin Zhang, Yanyan Lan
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Evolve: Evaluating and Optimizing LLMs For Exploration
Allen Nie, Yi Su, Bo Chang, Jonathan Lee, Ed H. Chi, Quoc V Le, Minmin Chen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Boltzmann priors for Implicit Transfer Operators
Juan Viguera Diez, Mathias Jacob Schreiner, Ola Engkvist, Simon Olsson
- Published: 22 Jan 2025, Last Modified: 26 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Enhancing Conversational Recommender Systems with Tree-Structured Knowledge and Pretrained Language Models
Yov Ren, Chao Wang, Chuan Qin, Dazhong Shen, Hui Xiong
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
WISDOM: Progressive Curriculum Synthesis Makes LLMs Better Mathematical Reasoner
Chenhao Qiu, Qianglong Chen, Jintang Li, Caiyu Wang, Runsen Hua, Minghui Li, Shengshan Hu, Yechao Zhang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ThunderKittens: Simple, Fast, and $\textit{Adorable}$ Kernels
Benjamin Frederick Spector, Simran Arora, Aaryan Singhal, Arjun Parthasarathy, Daniel Y Fu, Christopher Re
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Can In-context Learning Really Generalize to Out-of-distribution Tasks?
Qixun Wang, Yifei Wang, Xianghua Ying, Yisen Wang
- Published: 22 Jan 2025, Last Modified: 10 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Statistical Test for Anomaly Detections using Variational Auto-Encoders by Selective Inference
Daiki Miwa, Tomohiro Shiraishi, Vo Nguyen Le Duy, Teruyuki Katsuoka, Ichiro Takeuchi
- 27 Sept 2024 (modified: 24 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
CAKE: Cascading and Adaptive KV Cache Eviction with Layer Preferences
Ziran Qin, Yuchen Cao, Mingbao Lin, Wen Hu, Shixuan Fan, Ke Cheng, Weiyao Lin, Jianguo Li
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
gRNAde: Geometric Deep Learning for 3D RNA inverse design
Chaitanya K. Joshi, Arian Rokkum Jamasb, Ramon Viñas Torné, Charles Harris, Simon V Mathis, Alex Morehead, Rishabh Anand, Pietro Lio
- Published: 22 Jan 2025, Last Modified: 24 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Generalized Resource-Aware Distributed Minimax Optimization
Mingyi Li, Xiao Zhang, YUAN YUAN, Yan Li, Dongxiao Yu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Generate-then-Test: Automated Test Case Generation for WebAssembly Using Large Language Models
Weike Fang, Kaicheng Wang, Weihang Wang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
COSTAR: Dynamic Safety Constraints Adaptation in Safe Reinforcement Learning
Xiuhui Zhang, Xingyu Jiang, Ning Gao, Mukang You, Yue Deng
- 27 Sept 2024 (modified: 21 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Does RLHF Scale? Exploring the Effects of Data, Model, and Method
Zhenyu Hou, Pengfan DU, Yilin Niu, Zhengxiao Du, Aohan Zeng, Xiao Liu, Minlie Huang, Hongning Wang, Jie Tang, Yuxiao Dong
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone