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ICLR 2025 Conference Submissions
Teaching Transformers Modular Arithmetic at Scale
Eshika Saxena
,
Alberto Alfarano
,
Emily Wenger
,
Kristin E. Lauter
25 Sept 2024 (modified: 24 Jan 2025)
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
Surface-based Peptide Design with Multi-modal Flow Matching
Fang Wu
,
Shuting Jin
,
xiangxiang Zeng
,
Jure Leskovec
,
Jinbo Xu
25 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
GOAL: A Generalist Combinatorial Optimization Agent Learner
Darko Drakulic
,
Sofia Michel
,
Jean-Marc Andreoli
Published: 22 Jan 2025, Last Modified: 11 Apr 2025
ICLR 2025 Poster
Readers:
Everyone
Geometry-aware RL for Manipulation of Varying Shapes and Deformable Objects
Tai Hoang
,
Huy Le
,
Philipp Becker
,
Vien Anh Ngo
,
Gerhard Neumann
Published: 22 Jan 2025, Last Modified: 23 Mar 2025
ICLR 2025 Oral
Readers:
Everyone
Leveraging metapaths for learning from knowledge graphs in the context of vision-based classification of object states
Filippos Gouidis
,
Konstantinos Papoutsakis
,
Theodore Patkos
,
Antonis Argyros
,
Dimitris Plexousakis
25 Sept 2024 (modified: 25 Feb 2025)
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
Optimizing importance weighting in the presence of sub-population shifts
Floris Holstege
,
Bram Wouters
,
Noud Van Giersbergen
,
Cees Diks
Published: 22 Jan 2025, Last Modified: 28 Feb 2025
ICLR 2025 Poster
Readers:
Everyone
Transformers Can Navigate Mazes With Multi-Step Prediction
Niklas Nolte
,
Ouail Kitouni
,
Adina Williams
,
Michael Rabbat
,
Mark Ibrahim
25 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
HyperChr: Quantization of Heterogeneously Distributed Matrices through Distribution-Aware Subspace Partitioning
Yanshu Wang
,
Dayu Wang
,
Wang Li
,
Zhaoqian YAO
,
Dan Li
,
Tong Yang
25 Sept 2024 (modified: 17 Nov 2024)
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
MADAR: Efficient Continual Learning for Malware Analysis with Diversity-Aware Replay
Mohammad Saidur Rahman
,
Scott Coull
,
Qi Yu
,
Matthew Wright
25 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
Learning to Solve Differential Equation Constrained Optimization Problems
Vincenzo Di Vito Francesco
,
Mostafa Mohammadian
,
Kyri Baker
,
Ferdinando Fioretto
Published: 22 Jan 2025, Last Modified: 01 Mar 2025
ICLR 2025 Spotlight
Readers:
Everyone
Provably Efficient Multi-Objective Bandit Algorithms under Preference-Centric Customization
Linfeng Cao
,
Ming Shi
,
Ness Shroff
25 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
OPTIMAL TRANSPORT BARYCENTER VIA NONCONVEX CONCAVE MINIMAX OPTIMIZATION
Kaheon Kim
,
Rentian Yao
,
Changbo Zhu
,
Xiaohui Chen
25 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval-Augmented Generation
Tobias Leemann
,
Periklis Petridis
,
Giuseppe Vietri
,
Dionysis Manousakas
,
Aaron Roth
,
Sergul Aydore
Published: 22 Jan 2025, Last Modified: 02 Mar 2025
ICLR 2025 Poster
Readers:
Everyone
Limitations of measure-first protocols in quantum machine learning
Casper Gyurik
,
Riccardo Molteni
,
Vedran Dunjko
25 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
Fast Uncovering of Protein Sequence Diversity from Structure
luca alessandro silva
,
Barthelemy Meynard-Piganeau
,
Carlo Lucibello
,
Christoph Feinauer
Published: 22 Jan 2025, Last Modified: 03 Mar 2025
ICLR 2025 Spotlight
Readers:
Everyone
Simplicity Bias and Optimization Threshold in Two-Layer Networks
Etienne Boursier
,
Nicolas Flammarion
25 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
Cross the Gap: Exposing the Intra-modal Misalignment in CLIP via Modality Inversion
Marco Mistretta
,
Alberto Baldrati
,
Lorenzo Agnolucci
,
Marco Bertini
,
Andrew D. Bagdanov
Published: 22 Jan 2025, Last Modified: 11 Feb 2025
ICLR 2025 Poster
Readers:
Everyone
Cross-Domain Offline Policy Adaptation with Optimal Transport and Dataset Constraint
Jiafei Lyu
,
Mengbei Yan
,
Zhongjian Qiao
,
Runze Liu
,
Xiaoteng Ma
,
Deheng Ye
,
Jing-Wen Yang
,
Zongqing Lu
,
Xiu Li
Published: 22 Jan 2025, Last Modified: 05 Mar 2025
ICLR 2025 Poster
Readers:
Everyone
BadRobot: Jailbreaking Embodied LLM Agents in the Physical World
Hangtao Zhang
,
Chenyu Zhu
,
Xianlong Wang
,
Ziqi Zhou
,
Changgan Yin
,
Minghui Li
,
Lulu Xue
,
Yichen Wang
,
Shengshan Hu
,
Aishan Liu
,
Peijin Guo
,
Leo Yu Zhang
Published: 22 Jan 2025, Last Modified: 24 Mar 2025
ICLR 2025 Poster
Readers:
Everyone
Elephant in the Room: Unveiling the Pitfalls of Human Proxies in Alignment
Yan Liu
,
Xiaoyuan Yi
,
Xiaokang Chen
,
Jing Yao
,
Jingwei Yi
,
Daoguang Zan
,
Zheng Liu
,
Xing Xie
,
Tsung-Yi Ho
25 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
Input Space Mode Connectivity in Deep Neural Networks
Jakub Vrabel
,
Ori Shem-Ur
,
Yaron Oz
,
David Krueger
Published: 22 Jan 2025, Last Modified: 01 Mar 2025
ICLR 2025 Poster
Readers:
Everyone
Loss in the Crowd: Hidden Breakthroughs in Language Model Training
Sara Kangaslahti
,
Elan Rosenfeld
,
Naomi Saphra
25 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
Amuro and Char: Analyzing the Relationship between Pre-Training and Fine-Tuning of Large Language Models
Kaiser Sun
,
Mark Dredze
25 Sept 2024 (modified: 16 Dec 2024)
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
CircuitFusion: Multimodal Circuit Representation Learning for Agile Chip Design
Wenji Fang
,
Shang Liu
,
Jing Wang
,
Zhiyao Xie
Published: 22 Jan 2025, Last Modified: 19 Feb 2025
ICLR 2025 Poster
Readers:
Everyone
Why context matters in VQA & Reasoning: Semantic interventions for VLM input modalities
Kenza Amara
,
Lukas Klein
,
Carsten T. Lüth
,
Paul F Jaeger
,
Hendrik Strobelt
,
Mennatallah El-Assady
25 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
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