ICLR 2025 Conference Submissions

QuantFormer: Learning to quantize for neural activity forecasting in mouse visual cortex
Salvatore Calcagno, Isaak Kavasidis, Simone Palazzo, Brondi Marco, Luca Sità, Giacomo Turri, Daniela Giordano, Vladimir R Kostic, Tommaso Fellin, Massimiliano Pontil, Concetto Spampinato
- 28 Sept 2024 (modified: 02 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Intrinsic Explainability of Multimodal Learning for Crop Yield Prediction
Hiba Najjar, Deepak Pathak, Marlon Nuske, Andreas Dengel
- 28 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Boosting Neural Combinatorial Optimization for Large-Scale Vehicle Routing Problems
Fu Luo, Xi Lin, Yaoxin Wu, Zhenkun Wang, Tong Xialiang, Mingxuan Yuan, Qingfu Zhang
- Published: 22 Jan 2025, Last Modified: 25 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Vision-Based Pseudo-Tactile Information Extraction and Localization for Dexterous Grasping
Teng Yan, Cai Yaobang, Tian Xia, Jianhao, Wenxian Li
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Toward a Sheaf-Theoretic Understanding of Compositionality in Large Language Models
Ruchira Dhar, Antonia Karamolegkou, Anders Søgaard
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Sensitivity Verification for Additive Decision Tree Ensembles
Arhaan Ahmad, Tanay Vineet Tayal, Ashutosh Gupta, S. Akshay
- Published: 22 Jan 2025, Last Modified: 03 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Monte Carlo Planning with Large Language Model for Text-Based Game Agents
Zijing Shi, Meng Fang, Ling Chen
- Published: 22 Jan 2025, Last Modified: 31 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Fine-Tuning Pre-trained Language Models for Robust Causal Representation Learning
Jialin Yu, Yuxiang Zhou, Yulan He, Nevin L. Zhang, Ricardo Silva
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
CAuSE: Post-hoc Natural Language Explanation of Multimodal Classifiers through Causal Abstraction
Dibyanayan Bandyopadhyay, Soham Bhattacharjee, Asif Ekbal
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SpeechFake: A Large-Scale Multilingual Speech Deepfake Dataset Toward Cutting-Edge Speech Generation Methods
Wen Huang, Yanmei Gu, Zhiming Wang, Huijia Zhu, Yanmin Qian
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Discovering Clues of Spoofed LM Watermarks
Thibaud Gloaguen, Nikola Jovanović, Robin Staab, Martin Vechev
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
VisualCoder: Guiding Vision Language Models in Code Execution with Fine-grained Chain-of-Thought Reasoning
Cuong Le Chi, Chau Truong Vinh Hoang, Phan Nhật Huy, Dung D. Le, Tien N Nguyen, Nghi D. Q. Bui
- 28 Sept 2024 (modified: 15 Oct 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
EvidenceBench: A Benchmark for Extracting Evidence from Biomedical Papers
Jianyou Wang, Weili Cao, Kaicheng Wang, Xiaoyue Wang, Ashish Dalvi, Gino Prasad, Qishan Liang, Hsuan-lin Her, Mingwang, Qin Yang, Gene W. Yeo, David E Neal, Maxim Khan, Christopher D. Rosin, Ramamohan Paturi, Leon Bergen
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Actions Speak Louder Than Words: Rate-Reward Trade-off in Markov Decision Processes
Haotian Wu, Gongpu Chen, Deniz Gunduz
- Published: 22 Jan 2025, Last Modified: 21 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Sampling Process Brings Additional Bias for Debiased Recommendation
Chunyuan Zheng, Haoxuan Li, Hao Wang, Chuan Zhou, Xu Chen, Mingming Gong
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Benchmarking Robustness of Foundation Models for Remote Sensing
Hakob Tamazyan, Ani Vanyan, Tigran Galstyan, Alvard Barseghyan, Anna Khosrovyan, Vahan Huroyan, Hrant Khachatrian
- 28 Sept 2024 (modified: 04 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Enhancing Trust-Region Bayesian Optimization via Derivatives of Gaussian Processes
Quanlin Chen, Yiyu Chen, Jing Huo, Tianyu Ding, Yang Gao, Yuetong Chen
- 28 Sept 2024 (modified: 28 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Solving the 2-norm k-hyperplane clustering problem via multi-norm formulations
Stefano Coniglio
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Statistical Framework for Ranking LLM-based Chatbots
Siavash Ameli, Siyuan Zhuang, Ion Stoica, Michael W. Mahoney
- Published: 22 Jan 2025, Last Modified: 16 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style
Yantao Liu, Zijun Yao, Rui Min, Yixin Cao, Lei Hou, Juanzi Li
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Oral
- Readers: Everyone
Structured Predictive Representations in Reinforcement Learning
Aditya Mohan, Marius Lindauer
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
ONLINE EPSILON NET & PIERCING SET FOR GEOMETRIC CONCEPTS
Sujoy Bhore, Devdan Dey, Satyam Singh
- Published: 22 Jan 2025, Last Modified: 31 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
SimulPL: Aligning Human Preferences in Simultaneous Machine Translation
Donglei Yu, Yang Zhao, Jie Zhu, Yangyifan Xu, Yu Zhou, Chengqing Zong
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Neural Interactive Proofs
Lewis Hammond, Sam Adam-Day
- Published: 22 Jan 2025, Last Modified: 15 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Gödel Agent: A Self-Referential Framework Helps for Recursively Self-Improvement
Xunjian Yin, Xinyi Wang, Liangming Pan, Xiaojun Wan, William Yang Wang
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone