ICLR 2025 Conference Submissions

MatExpert: Decomposing Materials Discovery By Mimicking Human Experts
Qianggang Ding, Santiago Miret, Bang Liu
- Published: 22 Jan 2025, Last Modified: 25 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
EMERGENCE OF GROUNDED, OPTIMALLY COMPOSITIONAL SPATIAL LANGUAGE AMONG HOMOGENEOUS AGENTS
Vikas Kumar, Ajin George Joseph
- 27 Sept 2024 (modified: 22 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Wasserstein Flow Matching: Generative modeling over families of distributions
Doron Haviv, Aram-Alexandre Pooladian, Dana Pe'er, Brandon Amos
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Enhancing Discontinuous Radiance Fields with Continuous representation
Yi Gu, Jiahang Cao, Jiaxu Wang, Renjing Xu, Zhaorui Wang, Dongjun YE
- 27 Sept 2024 (modified: 02 Oct 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Zebra: In-Context and Generative Pretraining for Solving Parametric PDEs
Louis Serrano, Armand Kassaï Koupaï, Thomas X Wang, Pierre ERBACHER, Patrick Gallinari
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Liquid Dino: A Multi-Task Neural Network towards Autonomous Driving
Georgios Markos Chatziloizos, Andrea Ancora, Andrew I. Comport, barat christian
- 27 Sept 2024 (modified: 23 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
An Empirical Study on Enhancing LLMs' Alignment Capabilities through Restyled In-Context Learning Demonstration Examples
YUNCHENG HUA, Zhuang Li, Lizhen Qu, Gholamreza Haffari
- 27 Sept 2024 (modified: 13 Mar 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SOAP: Improving and Stabilizing Shampoo using Adam for Language Modeling
Nikhil Vyas, Depen Morwani, Rosie Zhao, Itai Shapira, David Brandfonbrener, Lucas Janson, Sham M. Kakade
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Active Task Disambiguation with LLMs
Kasia Kobalczyk, Nicolás Astorga, Tennison Liu, Mihaela van der Schaar
- Published: 22 Jan 2025, Last Modified: 18 May 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Online Continual Graph Learning
Giovanni Donghi, Luca Pasa, Daniele Zambon, Cesare Alippi, Nicolò Navarin
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Instruction Contrastive Tuning for Zero-shot Composed Image Retrieval
Wenliang Zhong, Weizhi An, Feng Jiang, Hehuan Ma, Yuzhi Guo, Junzhou Huang
- 27 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Causal Graphical Models for Vision-Language Compositional Understanding
Fiorenzo Parascandolo, Nicholas Moratelli, Enver Sangineto, Lorenzo Baraldi, Rita Cucchiara
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Sparse MoE as a New Retriever: Addressing Missing Modality Problem in Incomplete Multimodal Data
Sukwon Yun, Jiayi Xin, Inyoung Choi, Jie Peng, Qi Long, Tianlong Chen
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Mixture of Attentions For Speculative Decoding
Matthieu Zimmer, Milan Gritta, Gerasimos Lampouras, Haitham Bou Ammar, Jun Wang
- Published: 22 Jan 2025, Last Modified: 01 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
The Relevancy Metric: Understanding the Impact of Training Data
Manish Nagaraj, Deepak Ravikumar, Efstathia Soufleri, Kaushik Roy
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Exploring How LLMs Capture and Represent Domain-Specific Knowledge
Mirian Del Carmen Hipolito Garcia, Camille Couturier, Daniel Madrigal, Ankur Mallick, Robert Sim, Anastasios Kyrillidis, Victor Rühle, Saravan Rajmohan
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
VL-Cache: Sparsity and Modality-Aware KV Cache Compression for Vision-Language Model Inference Acceleration
Dezhan Tu, Danylo Vashchilenko, Yuzhe Lu, Panpan Xu
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Data-Efficient Training by Evolved Sampling
Ziheng Cheng, Zhong Li, Jiang Bian
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Restructuring Vector Quantization with the Rotation Trick
Christopher Fifty, Ronald Guenther Junkins, Dennis Duan, Aniketh Iyengar, Jerry Weihong Liu, Ehsan Amid, Sebastian Thrun, Christopher Re
- Published: 22 Jan 2025, Last Modified: 16 Mar 2025
- ICLR 2025 Oral
- Readers: Everyone
Formal Theorem Proving by Rewarding LLMs to Decompose Proofs Hierarchically
Kefan Dong, Arvind V. Mahankali, Tengyu Ma
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
YOLO-MARL: You Only LLM Once for Multi-agent Reinforcement Learning
Yuan Zhuang, Yi Shen, Zhili Zhang, Yuxiao Chen, Fei Miao
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
FactTest: Factuality Testing in Large Language Models with Statistical Guarantees
Fan Nie, Xiaotian Hou, Shuhang Lin, James Zou, Huaxiu Yao, Linjun Zhang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Sub-Domain Aware Granular Segmentation via Fine Tuning Network
Kyungsu Lee, Haeyun Lee, Jae Youn Hwang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Diffusion Guided Adversarial State Perturbations in Reinforcement Learning
Xiaolin Sun, Feidi Liu, Zhengming Ding, Zizhan Zheng
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Connectome Mapping: Shape-Memory Network via Interpretation of Contextual Semantic Information
Kyungsu Lee, Haeyun Lee, Jae Youn Hwang
- Published: 22 Jan 2025, Last Modified: 31 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone