ICLR 2025 Conference Submissions

LLM-SR: Scientific Equation Discovery via Programming with Large Language Models
Parshin Shojaee, Kazem Meidani, Shashank Gupta, Amir Barati Farimani, Chandan K. Reddy
- Published: 22 Jan 2025, Last Modified: 01 Mar 2025
- ICLR 2025 Oral
- Readers: Everyone
GETS: Ensemble Temperature Scaling for Calibration in Graph Neural Networks
Dingyi Zhuang, Chonghe Jiang, Yunhan Zheng, Shenhao Wang, Jinhua Zhao
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Spotlight
- Readers: Everyone
C3T: Cross-modal Transfer Through Time for Human Action Recognition
Abhi Kamboj, Duy A. Nguyen, Minh N. Do
- 21 Sept 2024 (modified: 15 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Sparkle: Mastering Basic Spatial Capabilities in Vision Language Models Elicits Generalization to Composite Spatial Reasoning
Yihong Tang, Ao Qu, Zhaokai Wang, Dingyi Zhuang, Zhaofeng Wu, Wei Ma, Shenhao Wang, Yunhan Zheng, Zhan Zhao, Jinhua Zhao
- 21 Sept 2024 (modified: 13 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
MambaQuant: Quantizing the Mamba Family with Variance Aligned Rotation Methods
Zukang Xu, Yuxuan Yue, Xing Hu, Dawei Yang, Zhihang Yuan, Zixu Jiang, Zhixuan Chen, JiangyongYu, XUCHEN, Sifan Zhou
- Published: 22 Jan 2025, Last Modified: 11 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Enhancing Graph Invariant Learning from a Negative Inference Perspective
Kuo Yang, Zhengyang Zhou, Qihe Huang, Limin Li, Wu Jiang, Yang Wang
- 21 Sept 2024 (modified: 11 Dec 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Backtracking Improves Generation Safety
Yiming Zhang, Jianfeng Chi, Hailey Nguyen, Kartikeya Upasani, Daniel M. Bikel, Jason E Weston, Eric Michael Smith
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Oral
- Readers: Everyone
ST-GCond: Self-supervised and Transferable Graph Dataset Condensation
Beining Yang, Qingyun Sun, Cheng Ji, Xingcheng Fu, Jianxin Li
- Published: 22 Jan 2025, Last Modified: 28 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
PPT: Patch Order Do Matters In Time Series Pretext Task
Jaeho Kim, Kwangryeol Park, Sukmin Yun, Seulki Lee
- Published: 22 Jan 2025, Last Modified: 12 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Rethinking Graph Neural Networks From A Geometric Perspective Of Node Features
Feng Ji, Yanan Zhao, Kai Zhao, Hanyang Meng, Jielong Yang, Wee Peng Tay
- Published: 22 Jan 2025, Last Modified: 19 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
Conditional Diffusion with Ordinal Regression: Longitudinal Data Generation for Neurodegenerative Disease Studies
Hyuna Cho, Ziquan Wei, Seungjoo Lee, Tingting Dan, Guorong Wu, Won Hwa Kim
- Published: 22 Jan 2025, Last Modified: 01 Apr 2025
- ICLR 2025 Spotlight
- Readers: Everyone
Realistic-Gesture: Co-Speech Gesture Video Generation through Semantic-aware Gesture Representation
Pinxin Liu, Pengfei Zhang, Hyeongwoo Kim, Pablo Garrido, Ari Shapiro, Kyle Olszewski
- 21 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
CORTEX: Concept-Oriented Token Explanation in Vector-Quantized Generative Model
Tianze Yang, Yucheng Shi, Mengnan Du, Xuansheng Wu, Qiaoyu Tan, Jin Sun, Ninghao Liu
- 21 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Cost-Effective Synthetic Data Generation for Post-Training using QWICK
Yichao Fu, Siqi Zhu, Junda Chen, Hao Zhang
- 21 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
KiVA: Kid-inspired Visual Analogies for Testing Large Multimodal Models
Eunice Yiu, Maan Qraitem, Anisa Noor Majhi, Charlie Wong, Yutong Bai, Shiry Ginosar, Alison Gopnik, Kate Saenko
- Published: 22 Jan 2025, Last Modified: 05 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Learning from weak labelers as constraints
Vishwajeet Agrawal, Rattana Pukdee, Maria Florina Balcan, Pradeep Kumar Ravikumar
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Weakly Supervised Understanding of Skilled Human Activity in Videos
Mark Endo, Xiaohan Wang, Serena Yeung-Levy
- 20 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Bisimulation Metric for Model Predictive Control
Yutaka Shimizu, Masayoshi Tomizuka
- Published: 22 Jan 2025, Last Modified: 11 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
InfiniBench: A Comprehensive Benchmark for Large Multimodal Models in Very Long Video Understanding
Kirolos Ataallah, Chenhui Gou, Eslam Mohamed BAKR, Khushbu Pahwa, Jian Ding, Mohamed Elhoseiny
- 20 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling
Wenda Xu, Rujun Han, Zifeng Wang, Long Le, Dhruv Madeka, Lei Li, William Yang Wang, Rishabh Agarwal, Chen-Yu Lee, Tomas Pfister
- Published: 22 Jan 2025, Last Modified: 26 Apr 2025
- ICLR 2025 Poster
- Readers: Everyone
NUDGE: Lightweight Non-Parametric Fine-Tuning of Embeddings for Retrieval
Sepanta Zeighami, Zac Wellmer, Aditya Parameswaran
- Published: 22 Jan 2025, Last Modified: 27 Feb 2025
- ICLR 2025 Poster
- Readers: Everyone
TabFlex: Scaling Tabular Learning to Millions with Linear Attention
Yuchen Zeng, Wonjun Kang, Andreas C Mueller
- 20 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Unveiling the Backbone-Optimizer Coupling Bias in Visual Representation Learning
Siyuan Li, Juanxi Tian, Zedong Wang, Luyuan Zhang, Zicheng Liu, Weiyang Jin, Yang Liu, Baigui Sun, Stan Z. Li
- 20 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Understanding the Design Principles of Link Prediction in Directed Settings
Jun Zhai, Muberra Ozmen, Thomas Markovich
- 20 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
AttackQA: Development and Adoption of a Dataset for Assisting Cybersecurity Operations using Fine-tuned and Open-Source LLMs
Varun Badrinath Krishna
- 20 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone