ICLR 2025 Conference Submissions

TIMESFORMER:A MULTI-REPRESENTATION FRAMEWORK COMBINING CONVOLUTION AND TRANSFORMER FOR MULTIVARIATE TIME SERIES CLASSIFICATION TASKS
Ren Xiao, Zihua Xiong, Sheng Guo
- 27 Sept 2024 (modified: 08 Oct 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
SWE-Bench+: Enhanced Coding Benchmark for LLMs
Reem Aleithan, Haoran Xue, Mohammad Mahdi Mohajer, Elijah Nnorom, Gias Uddin, Song Wang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MetaMetrics: Calibrating Metrics for Generation Tasks Using Human Preferences
Genta Indra Winata, David Anugraha, Lucky Susanto, Garry Kuwanto, Derry Tanti Wijaya
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
TELEPORTATION WITH NULL SPACE GRADIENT PROJECTION FOR OPTIMIZATION ACCELERATION
Zihao Wu, Juncheng Dong, Ahmed Aloui, Vahid Tarokh
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Boosting Document Layout Analysis with Graphic Multi-modal Data Fusion and Spatial Geometric Transformation
Zhishan Li, Zhenhao Lu, Haoran Cai, Xubin Li
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Robust Federated Learning Frameworks Guarding Against Data Flipping Threats for Autonomous Vehicles
Riadh Ben Chaabene, Darine Ameyed, Fehmi Jaafar, Mohamed Cheriet
- 27 Sept 2024 (modified: 24 Feb 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Latent Matrix Completion Model
Siddharth Baskar, Karan Vikyath Veeranna Rupashree, Daniel L. Pimentel-Alarcón
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
RAG$^C$: Towards Copyright Protection for Knowledge Bases of Retrieval-augmented Language Models
Junfeng Guo, Yiming Li, Ruibo Chen, Yihan Wu, Chenxi Liu, Yanshuo Chen, Heng Huang
- 27 Sept 2024 (modified: 22 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Chain-of-Jailbreak Attack for Image Generation Models via Editing Step by Step
Wenxuan Wang, Kuiyi Gao, Zihan Jia, Youliang Yuan, Jen-tse Huang, Qiuzhi Liu, Shuai Wang, Wenxiang Jiao, Zhaopeng Tu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Confidence Elicitation: A New Attack Vector for Large Language Models
Brian Formento, Chuan-Sheng Foo, See-Kiong Ng
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
LM4LV: A Frozen Large Language Model for Low-level Vision Tasks
Boyang Zheng, Jinjin Gu, Shijun Li, Chao Dong
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
On the Effectiveness of Discrete Representations in Sparse Mixture of Experts
Giang Do, Kha Pham, Hung Le, Truyen Tran
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
AVHBench: A Cross-Modal Hallucination Benchmark for Audio-Visual Large Language Models
Kim Sung-Bin, Oh Hyun-Bin, JungMok Lee, Arda Senocak, Joon Son Chung, Tae-Hyun Oh
- Published: 22 Jan 2025, Last Modified: 12 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
METHODS OF IMPROVING LLM TRAINING STABILITY
Oleg Rybakov, Mike Chrzanowski, Peter Dykas, Jinze Xue, Benjamin Lanir
- 27 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Medical Vision Generalist: Unifying Medical Imaging Tasks in Context
Sucheng Ren, Xiaoke Huang, Xianhang Li, Junfei Xiao, Jieru Mei, Zeyu Wang, Alan Yuille, Yuyin Zhou
- 27 Sept 2024 (modified: 03 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Looking Inward: Language Models Can Learn About Themselves by Introspection
Felix Jedidja Binder, James Chua, Tomek Korbak, Henry Sleight, John Hughes, Robert Long, Ethan Perez, Miles Turpin, Owain Evans
- Published: 22 Jan 2025, Last Modified: 24 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
A New 3D Image Block Ranking Method Using Axial, Coronal and Sagittal Image Patch Rankings for Explainable Medical Imaging
Luna Zhang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Early Fusion Helps Vision Language Action Models Generalize Better
Huang Huang, Fangchen Liu, Letian Fu, Tingfan Wu, Mustafa Mukadam, Jitendra Malik, Ken Goldberg, Pieter Abbeel
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Physics-enhanced Neural Operator: An Application in Simulating Turbulent Transport
Shengyu Chen, Peyman Givi, Can Zheng, Xiaowei Jia
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts
Junmo Kang, Leonid Karlinsky, Hongyin Luo, Zhen Wang, Jacob A Hansen, James R. Glass, David Daniel Cox, Rameswar Panda, Rogerio Feris, Alan Ritter
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
AssembleFlow: Rigid Flow Matching with Inertial Frames for Molecular Assembly
Hongyu Guo, Yoshua Bengio, Shengchao Liu
- Published: 22 Jan 2025, Last Modified: 27 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Controlled Generation of Natural Adversarial Documents for Stealthy Retrieval Poisoning
Collin Zhang, Tingwei Zhang, Vitaly Shmatikov
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
The Semantic Hub Hypothesis: Language Models Share Semantic Representations Across Languages and Modalities
Zhaofeng Wu, Xinyan Velocity Yu, Dani Yogatama, Jiasen Lu, Yoon Kim
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Enhancing Cost Efficiency in Active Learning with Candidate Set Query
Yeho Gwon, Sehyun Hwang, Hoyoung Kim, Jungseul Ok, Suha Kwak
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
PWM: Policy Learning with Multi-Task World Models
Ignat Georgiev, Varun Giridhar, Nicklas Hansen, Animesh Garg
- Published: 22 Jan 2025, Last Modified: 09 May 2025
- ICLR 2025 Poster
- Readers: Everyone