ICLR 2025 Conference Submissions

MvHSTM: A Multi-view Hypergraph Spatio-Temporal Model for Traffic Speed Forecasting
Bo Shen, Ruyu Shang, Yapeng Qi
- 28 Sept 2024 (modified: 23 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Evo-Step: Evolutionary Generation and Stepwise Validation for Optimizing LLMs in OR
Yang Wu, Yifan Zhang, Yurong Wu, Yuran Wang, Junkai Zhang, Jian Cheng
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Predicting episodic structure from overlapping input in binary networks with homeostasis
Albert Albesa-González, Claudia Clopath
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Why In-Context Learning Models are Good Few-Shot Learners?
Shiguang Wu, Yaqing Wang, Quanming Yao
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Evaluating Large Language Models through Role-Guide and Self-Reflection: A Comparative Study
Lili Zhao, Yang Wang, Qi Liu, Mengyun Wang, Wei Chen, Zhichao Sheng, Shijin Wang
- Published: 22 Jan 2025, Last Modified: 29 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Time-aware World Model: Adaptive Learning of Task Dynamics
Anh N Nhu, Sanghyun Son, Ming Lin
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Advancing Drug-Target Interaction Prediction via Graph Transformers and Residual Protein Embeddings
Zhenghan chen, Lang Zheng, youhuan yang, Han Quan, Ruxue Xing
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows
Fangyu Lei, Jixuan Chen, Yuxiao Ye, Ruisheng Cao, Dongchan Shin, Hongjin SU, ZHAOQING SUO, Hongcheng Gao, Wenjing Hu, Pengcheng Yin, Victor Zhong, Caiming Xiong, Ruoxi Sun, Qian Liu, Sida Wang, Tao Yu
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Oral
- Readers: Everyone
Exploring Complex Trade-offs in Information Bottleneck through Multi-Objective Optimization
Zhe Zhao, Pengkun Wang, Fanfu Wang, HaiBin Wen, ShuangWang, Xucong Wang, Shurui Zhang, Zhengyang Zhou, Yang Wang
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
JudgeLM: Fine-tuned Large Language Models are Scalable Judges
Lianghui Zhu, Xinggang Wang, Xinlong Wang
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Solving Nash Equilibrium Scalably via Deep-Learning-Augmented Iterative Algorithms
Ningyuan Li, Tianyan Long, Xiaotie Deng
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Controllable Molecule Generation by Sampling in Continuous Parameter Space
Wenbo Zhang, Yue Sun, XueZhe, Xianggen Liu
- 28 Sept 2024 (modified: 16 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Why Do You Answer Like That? Psychological Analysis on Underlying Connections between LLM's Values and Safety Risks
Sooyung Choi, Xiaoyuan Yi, Jing Yao, Xing Xie, JinYeong Bak
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Efficient Scaling of Diffusion Transformers for Text-to-Image Generation
Hao Li, Shamit Lal, Zhiheng Li, Yusheng Xie, Ying Wang, Yang Zou, Orchid Majumder, Aditya Golatkar, Chengwei Su, R. Manmatha, Zhuowen Tu, Stefano Ermon, Stefano Soatto, Ashwin Swaminathan
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
CWPS: Efficient Channel-Wise Parameter Sharing for Knowledge Transfer
mingxuan cui, Tao Wu, Cunzheng Wang, Gaoang Wang, Chenyi Zhuang, Jinjie GU, Xi Li
- 28 Sept 2024 (modified: 05 Feb 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Balancing Model Efficiency and Performance: Adaptive Pruner for Long-tailed Data
Zhe Zhao, Pengkun Wang, HaiBin Wen, ShuangWang, JingXin Han, Zhenkun Wang, Qingfu Zhang, Yang Wang
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Local Loss Optimization in the Infinite Width: Stable Parameterization of Predictive Coding Networks and Target Propagation
Satoki Ishikawa, Rio Yokota, Ryo Karakida
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Detecting Training Data of Large Language Models via Expectation Maximization
Gyuwan Kim, Yang Li, Evangelia Spiliopoulou, Jie Ma, Miguel Ballesteros, William Yang Wang
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Towards Faster Decentralized Stochastic Optimization with Communication Compression
Rustem Islamov, Yuan Gao, Sebastian U Stich
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Group-robust Sample Reweighting for Subpopulation Shifts via Influence Functions
Rui Qiao, Zhaoxuan Wu, Jingtan Wang, Pang Wei Koh, Bryan Kian Hsiang Low
- Published: 22 Jan 2025, Last Modified: 16 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Non-Commutative Spectral Geometry for Adaptive Quantum-Classical Drug-Target Interaction Prediction
Zhenghan chen, Lang Zheng, youhuan yang, Han Quan, Ruxue Xing, Maotao Guo
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Endless Jailbreaks with Bijection Learning
Brian R.Y. Huang, Maximilian Li, Leonard Tang
- Published: 22 Jan 2025, Last Modified: 18 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
GotenNet: Rethinking Efficient 3D Equivariant Graph Neural Networks
Sarp Aykent, Tian Xia
- Published: 22 Jan 2025, Last Modified: 18 May 2025
- ICLR 2025 Poster
- Readers: Everyone
Think or Remember? Detecting and Directing LLMs Towards Memorization or Generalization
Yi-Fu Fu, Yu-Chieh Tu, TZU-LING CHENG, Cheng-Yu Lin, Yi-Ting Yang, Heng-Yi Liu, Da-Cheng Juan, Shou-De Lin
- 28 Sept 2024 (modified: 14 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Robust Gaussian Process Regression with Huber Likelihood
Pooja Algikar, Lamine Mili
- 28 Sept 2024 (modified: 15 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone