ICLR 2025 Conference Submissions

Efficient Time Series Forecasting via Hyper-Complex Models and Frequency Aggregation
EYAL YAKIR, Dor Tsur, Haim H. Permuter
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A New Look at Low-Rank Recurrent Neural Networks
Anushri Arora, Jonathan W. Pillow
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Are Language Model Logits Calibrated?
Charles Lovering, Michael Krumdick, Viet Dac Lai, Nilesh Kumar, Varshini Reddy, Rik Koncel-Kedziorski, Chris Tanner
- 27 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Optimal Hyperdimensional Representation for Learning and Cognitive Computation
Prathyush Poduval, Hamza Errahmouni Barkam, Xiangjian Liu, Sanggeon Yun, Yang Ni, Zhuowen Zou, Mohsen Imani
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Investigating Grokking phenomena below the Critical Data Regime
Vaibhav Singh, Eugene Belilovsky, Rahaf Aljundi
- 27 Sept 2024 (modified: 02 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Can Decoding by Contrasting Layers Really Improve Factuality in Large Language Models?
Ming Liu, Wensheng Zhang
- 27 Sept 2024 (modified: 08 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
How Does Data Diversity Shape The Weight Landscape of Neural Networks?
Yang Ba, Michelle V Mancenido, Rong Pan
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Generalization through variance: how noise shapes inductive biases in diffusion models
John Vastola
- Published: 22 Jan 2025, Last Modified: 26 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Learning to Explore and Exploit with GNNs for Unsupervised Combinatorial Optimization
Utku Umur ACIKALIN, Aaron M Ferber, Carla P Gomes
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Structure-aware Attention based on Vector Symbolic Architectures
Calvin Yeung, Zhuowen Zou, Wenjun Huang, SungHeon Jeong, Hamza Errahmouni Barkam, Yang Ni, Hanning Chen, Alvaro Velasquez, Mohsen Imani
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Performance Heterogeneity in Message-Passing and Transformer-based Graph Neural Networks
Lukas Fesser, Melanie Weber
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Voronoi Tessellation-based Confidence Decision Boundary Visualization to Enhance Understanding of Active Learning
Jie Chen, Siteng Ma, Dairui Liu, Brian Mac Namee, Ruihai Dong
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SEPAL: Scalable Feature Learning on Huge Knowledge Graphs
Félix Lefebvre, Gael Varoquaux
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Universal Black-Box Reward Poisoning Attack against Offline Reinforcement Learning
Yinglun Xu, Rohan Gumaste, Gagandeep Singh
- 27 Sept 2024 (modified: 04 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Tropical Expressivity of Neural Networks
Paul Lezeau, Thomas Walker, Yueqi Cao, Shiv Bhatia, Anthea Monod
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
RLHF with Inconsistent Multi-Agent Feedback Under General Function Approximation: A Theoretical Perspective
Ming Shi, Yingbin Liang, Ness Shroff, Ananthram Swami
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Theoretical Analyses of Hyperparameter Selection in Graph-Based Semi-Supervised Learning
Ally Yalei Du, Eric Huang, Dravyansh Sharma
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Code-of-thought prompting: Probing AI Safety with Code
Ujwal Narayan, Shreyas Chaudhari, Ashwin Kalyan, Tanmay Rajpurohit, Karthik R Narasimhan, Ameet Deshpande, Vishvak Murahari
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Fitting Networks with a Cancellation Trick
Jiashun Jin, Jingming Wang
- Published: 22 Jan 2025, Last Modified: 23 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Do LLM Agents Have Regret? A Case Study in Online Learning and Games
Chanwoo Park, Xiangyu Liu, Asuman E. Ozdaglar, Kaiqing Zhang
- Published: 22 Jan 2025, Last Modified: 06 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Conflict-Aware Adversarial Training
Zhiyu Xue, Haohan Wang, Yao Qin, Ramtin Pedarsani
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Seq-VCR: Preventing Collapse in Intermediate Transformer Representations for Enhanced Reasoning
Md Rifat Arefin, Gopeshh Subbaraj, Nicolas Gontier, Yann LeCun, Irina Rish, Ravid Shwartz-Ziv, Christopher Pal
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Underdamped Diffusion Bridges with Applications to Sampling
Denis Blessing, Julius Berner, Lorenz Richter, Gerhard Neumann
- Published: 22 Jan 2025, Last Modified: 18 May 2025
- ICLR 2025 Poster
- Readers: Everyone
CodeBenchGen: Creating Scalable Execution-based Code Generation Benchmarks
Yiqing Xie, Alex Xie, Divyanshu Sheth, Pengfei Liu, Daniel Fried, Carolyn Rose
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
A Scalable Communication Protocol for Networks of Large Language Models
Samuele Marro, Emanuele La Malfa, Jesse Wright, Guohao Li, Nigel Shadbolt, Michael J. Wooldridge, Philip Torr
- 27 Sept 2024 (modified: 21 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone