ICLR 2025 Conference Submissions

How Much is Unseen Depends Chiefly on Information About the Seen
Seongmin Lee, Marcel Boehme
- Published: 22 Jan 2025, Last Modified: 07 Apr 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Physiome-ODE: A Benchmark for Irregularly Sampled Multivariate Time-Series Forecasting Based on Biological ODEs
Christian Klötergens, Vijaya Krishna Yalavarthi, Randolf Scholz, Maximilian Stubbemann, Stefan Born, Lars Schmidt-Thieme
- Published: 22 Jan 2025, Last Modified: 01 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
How much can we Forget about Data Contamination?
Sebastian Bordt, Suraj Srinivas, Valentyn Boreiko, Ulrike von Luxburg
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SPACT18: Spiking Human Action Recognition Benchmark Dataset with Complementary RGB and Thermal Modalities
Yasser Ashraf, Ahmed Sharshar, Velibor Bojkovic, Bin Gu
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Cross-Cultural Recipe Transformation via Neural Network and Encoder-Based Models
Vibhuti Dhar Khanduri, Mansi Goel, Lakshay, Harsh Kumar Agarwal, Ganesh Bagler
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Neuron-based Multifractal Analysis of Neuron Interaction Dynamics in Large Models
Xiongye Xiao, Heng Ping, Chenyu Zhou, Defu Cao, Yaxing Li, Yi-Zhuo Zhou, Shixuan Li, Nikos Kanakaris, Paul Bogdan
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Emergence of Hierarchical Emotion Representations in Large Language Models
Bo Zhao, Maya Okawa, Eric J Bigelow, Rose Yu, Tomer Ullman, Hidenori Tanaka
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Collaborative Theorem Proving with Large Language Models: Enhancing Formal Proofs with ProofRefiner
Haoyi Zhang, Andrew Liu, Zixuan Wang, Feiyang Wang
- 27 Sept 2024 (modified: 21 Oct 2024)
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
TLXML: Task-Level Explanation of Meta-Learning via Influence Functions
Yoshihiro Mitsuka, Shadan Golestan, Zahin Sufiyan, Sheila Schoepp, Shotaro Miwa, Osmar Zaiane
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Anti-Correlated Noise in Epoch-Based Stochastic Gradient Descent: Implications for Weight Variances
Marcel Kühn, Bernd Rosenow
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Energy-Oriented Alignment for Large Language Models
Yiming Chen, Zexin Li, Xianghu Yue, Luis Fernando D'Haro, Cong Liu, Robby T. Tan, Haizhou Li
- 27 Sept 2024 (modified: 01 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
ShieldHead: Decoding-time Safeguard for Large Language Models
Zitao Xuan, Xiaofeng Mao, Da Chen, Xin Zhang, Yuhan Dong, JUN ZHOU
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts
Guorui Zheng, Xidong Wang, Juhao Liang, Nuo Chen, Yuping Zheng, Benyou Wang
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
ProPicker: Promptable Segmentation for Particle Picking in Cryogenic Electron Tomography
Simon Wiedemann, Zalan Fabian, Mahdi Soltanolkotabi, Reinhard Heckel
- 27 Sept 2024 (modified: 10 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Multi-Resolution Decomposable Diffusion Model for Non-Stationary Time Series Anomaly Detection
Guojin Zhong, pan wang, Jin Yuan, Zhiyong Li, Long Chen
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Gumbel Counterfactual Generation From Language Models
Shauli Ravfogel, Anej Svete, Vésteinn Snæbjarnarson, Ryan Cotterell
- Published: 22 Jan 2025, Last Modified: 19 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Learning High-Order Substructure Association from Molecules with Transformers
Hoang Thanh Lam, Raul Fernandez-Diaz, Vanessa López
- 27 Sept 2024 (modified: 21 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
GlocalCLIP: Object-agnostic Global-Local Prompt Learning for Zero-shot Anomaly Detection
Jiyul Ham, Yonggon Jung, Jun-Geol Baek
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Federated Maximum Likelihood Inverse Reinforcement Learning with Convergence Guarantee
Guangyu Jiang, Mahdi Imani, Nathaniel D. Bastian, Tian Lan
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Finite-Time Analysis of Distributed Q-Learning
Han-Dong Lim, Donghwan Lee
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Decoupled Subgraph Federated Learning
Javad Aliakbari, Johan Östman, Alexandre Graell i Amat
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Harnessing Diversity for Important Data Selection in Pretraining Large Language Models
Chi Zhang, Huaping Zhong, Kuan Zhang, Chengliang Chai, Rui Wang, Xinlin Zhuang, Tianyi Bai, Qiu Jiantao, Lei Cao, Ju Fan, Ye Yuan, Guoren Wang, Conghui He
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
PRUNING CNNS WITH GRAPH RANDOM WALK & RANDOM MATRIX THEORY
Chi Xu, Dongdong Nian, Ercan Engin KURUOGLU
- 27 Sept 2024 (modified: 22 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Evaluating the World Models Used by Pretrained Learners
Keyon Vafa, Peter G. Chang, Ashesh Rambachan, Sendhil Mullainathan
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Effective Learning with Node Perturbation in Multi-Layer Neural Networks
Sander Dalm, Marcel van Gerven, Nasir Ahmad
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone