ICLR 2025 Conference Submissions

Principle Counterfactual Fairness
Haoxuan Li, Zeyu Tang, Zhichao Jiang, Zhuangyan Fang, Yue Liu, Zhi Geng, Kun Zhang
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Clique Number Estimation via Differentiable Functions of Adjacency Matrix Permutations
Indradyumna Roy, Eeshaan Jain, Soumen Chakrabarti, Abir De
- Published: 22 Jan 2025, Last Modified: 15 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models
Tian Yu, Shaolei Zhang, Yang Feng
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Assessing Vulnerabilities of Large Language Models to Social Bias Attacks
Jiaxu Zhao, Meng Fang, Fanghua Ye, Ke Xu, Qin Zhang, Joey Tianyi Zhou, Mykola Pechenizkiy
- 28 Sept 2024 (modified: 26 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Bridging PCA and Neural Networks: New Insights into Class Bias
Pawel Pukowski, Venet Osmani, Haiping Lu
- 28 Sept 2024 (modified: 25 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Train once and generalize: Zero-shot quantum state preparation with RL
Krishna Agaram, Siddhant Midha, Adrian Müller, Vikas Garg
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Nonmyopic Bayesian Optimization in Dynamic Cost Settings
Sang T. Truong, Duc Quang Nguyen, Willie Neiswanger, Ryan-Rhys Griffiths, Stefano Ermon, Nick Haber, Sanmi Koyejo
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
JOOCI: A FRAMEWORK FOR LEARNING COMPREHENSIVE SPEECH REPRESENTATIONS
Hemant yadav, Sunayana Sitaram, Rajiv Ratn Shah
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
\title{The Logical Reasoning Dilemma of LLMs: A Mapping Deficit in Representation}
Yiling Wu
- 28 Sept 2024 (modified: 10 Oct 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Learning-Augmented Streaming Algorithms for Correlation Clustering
Yinhao Dong, Shan Jiang, Shi Li, Pan Peng
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
MMAR: Towards Lossless Multi-Modal Auto-Regressive Prababilistic Modeling
Jian Yang, Dacheng Yin, Yizhou Zhou, Fengyun Rao, Wei Zhai, Yang Cao, Zheng-Jun Zha
- 28 Sept 2024 (modified: 14 Nov 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Reliable and Diverse Evaluation of LLM Medical Knowledge Mastery
Yuxuan Zhou, Xien Liu, Chen Ning, Xiao Zhang, Ji Wu
- Published: 22 Jan 2025, Last Modified: 21 Mar 2025
- ICLR 2025 Poster
- Readers: Everyone
Personalized Federated Learning via Tailored Lorentz Space
Jiahong Liu, Xinyu Fu, Menglin Yang, Weixi Zhang, Rex Ying, Irwin King
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Degree-aware Spiking Graph Domain Adaptation for Classification
Yingxu Wang, Siwei Liu, Mengzhu Wang, Shangsong Liang, Nan Yin
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
SynthFormer: Equivariant Pharmacophore-based Generation of Molecules for Ligand-Based Drug Design
Zygimantas Jocys, Henriette M. G. Willems, Katayoun Farrahi
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Revisiting the Relation Between Robustness and Universality
Laura Caspari, Max Klabunde, Florian Lemmerich
- 28 Sept 2024 (modified: 20 Oct 2024)
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
SparsePO: Controlling Preference Alignment of LLMs via Sparse Token Masks
Fenia Christopoulou, Ronald Cardenas, Gerasimos Lampouras, Haitham Bou Ammar, Jun Wang
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Dynamic Contrastive Learning for Time Series Representation
Abdul-Kazeem Shamba, Kerstin Bach, Gavin Taylor
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Meta-Learning for Dynamic Synaptic Plasticity in Spiking Neural Networks
Ashish Dubey
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Invariant Spatiotemporal Representation Learning for Cross-patient Seizure Classification
Yuntian Wu, Yuntian Yang, Jiabao Sean Xiao, Chuan Zhou, Haochen Sui, Haoxuan Li
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Extending Stability Analysis to Adaptive Optimization Algorithms Using Loss Surface Geometry
Ashish Dubey
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Leveraging LLM Embeddings for Cross Dataset Label Alignment and Zero Shot Music Emotion Prediction
Liu Renhang, Abhinaba Roy, Dorien Herremans
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Interpretability of LLM Deception: Universal Motif
Wannan Yang, Gyorgy Buzsaki
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
Multi-Dimensional Insights: Benchmarking Real-World Personalization in Large Multimodal Models
YiFan Zhang, Shanglin Lei, Runqi Qiao, Zhuoma GongQue, Xiaoshuai Song, Guanting Dong, Qiuna Tan, Zhe Wei, Peiqing Yang, Ye Tian, Yadong Xue, Xiaofei Wang, Honggang Zhang
- 28 Sept 2024 (modified: 05 Feb 2025)
- Submitted to ICLR 2025
- Readers: Everyone
How new data permeates LLM knowledge and how to dilute it
Chen Sun, Renat Aksitov, Andrey Zhmoginov, Nolan Andrew Miller, Max Vladymyrov, Ulrich Rueckert, Been Kim, Mark Sandler
- Published: 22 Jan 2025, Last Modified: 02 Mar 2025
- ICLR 2025 Spotlight
- Readers: Everyone