ICLR 2025 Conference Submissions

Data-Centric Graph Condensation via Diffusion Trajectory Matching
Hengrui Zhang, Qitian Wu, Philip S. Yu
- 27 Sept 2024 (modified: 03 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Smooth Real-time Rendering via Implicit Nested Neighborhoods
Vinícius Da Silva, Tiago Novello, Guilherme Schardong, Luiz Schirmer, HELIO CORTES VIEIRA LOPES, Nuno Gonçalves, Alberto Raposo, Luiz Velho
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Merging Feed-Forward Sublayers for Compressed Transformers
Neha Verma, Kenton Murray, Kevin Duh
- 27 Sept 2024 (modified: 13 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
PLHF: Prompt Learning from Few-shot Human Feedback
Chun-Pai Yang, Sung-En Chang, Shou-De Lin
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Flow Matching for Accelerated Simulation of Atomic Transport in Materials
Juno Nam, Sulin Liu, Gavin Winter, KyuJung Jun, Soojung Yang, Rafael Gomez-Bombarelli
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Coarsening to Conceal: Enabling Privacy-Preserving Federated Learning for Graph Data
Ekta Srivastava, Manoj Kumar, Kumar Arjun, Sandeep Kumar
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Asymmetric Embedding Models for Hierarchical Retrieval: Provable Constructions and a Pretrain-Finetune Recipe
Chong You, Rajesh Jayaram, Ananda Theertha Suresh, Felix Yu, Sanjiv Kumar
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Adversarial Perturbations Cannot Reliably Protect Artists From Generative AI
Robert Hönig, Javier Rando, Nicholas Carlini, Florian Tramèr
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
GRABLI: Cross-Modal Knowledge Graph Alignment for Biomedical Language Models
Andrey Sakhovskiy, Elena Tutubalina
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Multimodal Attributed Graphs: Benchmarking and Rethinking
Jing Zhu, Yuhang Zhou, Shengyi Qian, Zhongmou He, Tong Zhao, Neil Shah, Danai Koutra
- 27 Sept 2024 (modified: 12 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Joint Denoising of Cryo-EM Projection Images using Polar Transformers
Joakim Andén, Justus Sagemüller
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Turning Up the Heat: Min-p Sampling for Creative and Coherent LLM Outputs
Nguyen Nhat Minh, Andrew Baker, Clement Neo, Allen G Roush, Andreas Kirsch, Ravid Shwartz-Ziv
- Published: 22 Jan 2025, Last Modified: 18 May 2025
- ICLR 2025 Oral
- Readers: Everyone
Common 7B Language Models Already Possess Strong Math Capabilities
Chen Li, Weiqi Wang, Jingcheng Hu, Yuxing Wei, Han Hu, Zheng Zhang, Houwen Peng, Nanning Zheng
- 27 Sept 2024 (modified: 13 Mar 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Injective flows for star-like manifolds
Marcello Massimo Negri, Jonathan Aellen, Volker Roth
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Balancing Efficiency and Expressiveness: Subgraph GNNs with Walk-Based Centrality
Joshua Southern, Yam Eitan, Guy Bar-Shalom, Michael M. Bronstein, Haggai Maron, Fabrizio Frasca
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Exact risk curves of signSGD in High-Dimensions: quantifying preconditioning and noise-compression effects
Ke Liang Xiao, Noah Marshall, Atish Agarwala, Elliot Paquette
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Mixture of In-Context Prompters for Tabular PFNs
Derek Qiang Xu, F Olcay Cirit, Reza Asadi, Yizhou Sun, Wei Wang
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
ToRL: Topology-preserving Representation Learning Of Object Deformations From Images
Tonmoy Hossain, Miaomiao Zhang
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Are Large Language Models Truly Democratizing Financial Knowledge? Identifying Knowledge Gaps
Agam Shah, Liqin Ye, Sebastian Jaskowski, Wei Xu, Sudheer Chava
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Policy Design in Long-run Welfare Dynamics
Jiduan Wu, Rediet Abebe, Moritz Hardt, Ana-Andreea Stoica
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Contextual Experience Replay for Continual Learning of Language Agents
Yitao Liu, Chenglei Si, Karthik R Narasimhan, Shunyu Yao
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Dynamic Modeling of Patients, Modalities and Tasks via Multi-modal Multi-task Mixture of Experts
Chenwei Wu, Zitao Shuai, Zhengxu Tang, Luning Wang, Liyue Shen
- Published: 22 Jan 2025, Last Modified: 02 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
Backdooring Bias into Text-to-Image Models
Ali Naseh, Jaechul Roh, Eugene Bagdasaryan, Amir Houmansadr
- 27 Sept 2024 (modified: 14 Jan 2025)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Seeing the Whole in the Parts in Self-Supervised Representation Learning
Arthur Aubret, Céline Teulière, Jochen Triesch
- 27 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Procedural Synthesis of Synthesizable Molecules
Michael Sun, Alston Lo, Minghao Guo, Jie Chen, Connor W. Coley, Wojciech Matusik
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone