ICLR 2025 Conference Submissions

pMoE: Prompting Diverse Experts Together Wins More in Visual Adaptation
Shentong Mo, Xufang Luo, Dongsheng Li
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Diversity Helps Jailbreak Large Language Models
Weiliang Zhao, Daniel Ben-Levi, Junfeng Yang, Chengzhi Mao
- 21 Sept 2024 (modified: 09 Oct 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
TIM: Interpretable Modelling of Complex Temporal Interactions in Multivariate Networks
Jimmy Tan, Binli Luo, Shangjian Zhong, Han Zhou, Yao Zhao, Yuanzheng Tao, Bocheng Xu, Zhiyuan Gao
- 21 Sept 2024 (modified: 19 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Discrimination-free Insurance Pricing with Privatized Sensitive Attributes
Tianhe Zhang, Suhan Liu, Peng Shi
- 21 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Trust or Escalate: LLM Judges with Provable Guarantees for Human Agreement
Jaehun Jung, Faeze Brahman, Yejin Choi
- Published: 22 Jan 2025, Last Modified: 24 Feb 2025
- ICLR 2025 Oral
- Readers: Everyone
MMAD: A Comprehensive Benchmark for Multimodal Large Language Models in Industrial Anomaly Detection
Xi Jiang, Jian Li, Hanqiu Deng, Yong Liu, Bin-Bin Gao, Yifeng Zhou, Jialin Li, Chengjie Wang, Feng Zheng
- Published: 22 Jan 2025, Last Modified: 08 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
MAP: Unleashing Hybrid Mamba-Transformer Vision Backbone’s Potential with Masked Autoregressive Pretraining
Yunze Liu, Li Yi
- 21 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
TSC-Net: Prediction of Pedestrian Trajectories by Trajectory-Scene-Cell Classification
BO HU, Tat-Jen Cham
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
RRM: Robust Reward Model Training Mitigates Reward Hacking
Tianqi Liu, Wei Xiong, Jie Ren, Lichang Chen, Junru Wu, Rishabh Joshi, Yang Gao, Jiaming Shen, Zhen Qin, Tianhe Yu, Daniel Sohn, Anastasia Makarova, Jeremiah Zhe Liu, Yuan Liu, Bilal Piot, Abe Ittycheriah, Aviral Kumar, Mohammad Saleh
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Graffe: Graph Representation Learning Enabled via Diffusion Probabilistic Models
Dingshuo Chen, Shuchen Xue, Liuji Chen, Yingheng Wang, Qiang Liu, Shu Wu, Liang Wang, Zhi-Ming Ma, Tieniu Tan
- 21 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Vertical Federated Learning with Missing Features During Training and Inference
Pedro Valdeira, Shiqiang Wang, Yuejie Chi
- Published: 22 Jan 2025, Last Modified: 16 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Hybrid Spatial Representations for Species Distribution Modeling
Shiran Yuan, Hao Zhao
- 21 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Constant Rate Schedule: Constant-Rate Distributional Change for Efficient Training and Sampling in Diffusion Models
Shuntaro Okada, Kenji Doi, Ryota Yoshihashi, Hirokatsu Kataoka, Tomohiro Tanaka
- 21 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
NEXTLOCLLM: NEXT LOCATION PREDICTION USING LLMS
SHUAI LIU, Ning Cao, Yile Chen, YUE JIANG, Gao Cong
- 21 Sept 2024 (modified: 02 Dec 2024)
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
High-Quality Joint Image and Video Tokenization with Causal VAE
Dawit Mureja Argaw, Xian Liu, Qinsheng Zhang, Joon Son Chung, Ming-Yu Liu, Fitsum Reda
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Evaluating and Explaining the Severity of Distribution Shifts: Illustration with Tabular Text Classification
Thomas Bonnier
- 21 Sept 2024 (modified: 12 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Your Mixture-of-Experts LLM Is Secretly an Embedding Model for Free
Ziyue Li, Tianyi Zhou
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Oral
- Readers: Everyone
Joint Fine-tuning and Conversion of Pretrained Speech and Language Models towards Linear Complexity
Mutian He, Philip N. Garner
- Published: 22 Jan 2025, Last Modified: 14 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Variational Mode Decomposition and Linear Embeddings are What You Need For Time-Series Forecasting
Hafizh Raihan Kurnia Putra, Novanto Yudistira, Tirana Noor Fatyanosa
- 21 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Proximal Mapping Loss: Understanding Loss Functions in Crowd Counting & Localization
Wei Lin, Jia Wan, Antoni B. Chan
- Published: 22 Jan 2025, Last Modified: 11 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Bandit Learning in Matching Markets with Indifference
Fang Kong, Jingqi Tang, Mingzhu Li, Pinyan Lu, John C.S. Lui, Shuai Li
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Supervised Disentanglement Under Hidden Correlations
Rong Hu, Jiawei Chen, Ling Chen
- 21 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Alignment Between the Decision-Making Logic of LLMs and Human Cognition: A Case Study on Legal LLMs
Lu Chen, Yuxuan Huang, Yixing Li, Yaohui Jin, ShuaiZhao, Zilong Zheng, Quanshi Zhang
- 21 Sept 2024 (modified: 22 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Merging LoRAs like Playing LEGO: Pushing the Modularity of LoRA to Extremes Through Rank-Wise Clustering
Ziyu Zhao, Tao Shen, Didi Zhu, Zexi Li, Jing Su, Xuwu Wang, Fei Wu
- Published: 22 Jan 2025, Last Modified: 24 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Revisiting Prompt-based Methods in Class Incremental Learning
Zhe Tao, Lu Yu, Hantao Yao, Changsheng Xu
- 21 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone