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Beyond Static Retrieval: Opportunities and Pitfalls of Iterative Retrieval in GraphRAG
Kai Guo, Xinnan Dai, Shenglai Zeng, Harry Shomer, Haoyu Han, Yu Wang, Jiliang Tang
- 20 Sept 2025 (modified: 26 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
VLSU: Mapping the Limits of Joint Multimodal Understanding for AI Safety
Shruti Palaskar, Leon Alexander Gatys, Mona Abdelrahman, Mar Jacobo, Laurence F Lindsey, Rutika Moharir, Gunnar Lund, Yang Xu, Navid Shiee, Jeffrey P. Bigham, Charles Maalouf, Joseph Yitan Cheng
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Ranking Free RAG: Replacing Re-ranking with Selection in RAG for Sensitive Domains
Yash Saxena, Ankur Padia, Mandar Chaudhary, Kalpa Gunaratna, srinivasan parthasarathy, Manas Gaur
- 20 Sept 2025 (modified: 12 Feb 2026)
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
On quantizing the state of the Muon optimizer
Aman Gupta, Shao Tang, Gregory Dexter, Abhishek Shivanna, Rafael Celente, Rohan Ramanath, Daniel Silva, Hiroto Udagawa, Daniel Thomas Braithwaite, Sathiya Keerthi
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
MC-LoRA: Fast Modular Composition for Multi-Character Diffusion Generation
Edward Xiao, Mingzhu Shen, Xiandong Zou, Yiren Zhao
- 20 Sept 2025 (modified: 18 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
PITA: Preference-Guided Inference-Time Alignment for LLM Post-Training
SARAT CHANDRA BOBBILI, Ujwal Dinesha, Jeremy Carleton, Dheeraj Narasimha, Srinivas Shakkottai
- 20 Sept 2025 (modified: 12 Feb 2026)
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
CMPhysBench: A Benchmark for Evaluating Large Language Models in Condensed Matter Physics
Weida Wang, Dongchen Huang, Jiatong LI, Tengchao Yang, Ziyang Zheng, Chuyi Peng, Di Zhang, Dong Han, Benteng Chen, Binzhao Luo, Zhiyu Liu, kunling liu, Zhiyuan Gao, Shiqigeng, Wei Ma, Jiaming Su, Xin Li, Shuchen Pu, Yuhan Shui, Qianjia Cheng et al. (16 additional authors not shown)
Probability Distributions Computed by Autoregressive Transformers
Andy Yang, Anej Svete, Jiaoda Li, Anthony Widjaja Lin, Jonathan Rawski, Ryan Cotterell, David Chiang
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
PSG-Agent: Personality-Aware Safety Guardrail for LLM-based Agents
Yaozu Wu, Jizhou Guo, Dongyuan Li, Henry Peng Zou, Wei-Chieh Huang, Yankai Chen, Zhen Wang, Weizhi Zhang, Yangning Li, Meng Zhang, Renhe Jiang, Philip S. Yu
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
A biologically-inspired foveated interface for deep vision models
Nicholas Blauch, George A. Alvarez, Talia Konkle
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
ARS Adaptive Reasoning Suppression for Efficient Large Reasoning Language Model
Dongqi Zheng
- 20 Sept 2025 (modified: 12 Feb 2026)
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
LeIn-PINN: Learned Initialization to Alleviate Convergence Failures in Physics Informed Neural Networks
Nilay Anurag, Nikhil Muralidhar
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
The Centroid Affinity Hypothesis: How Deep Network Represent Features
Thomas Walker, Ahmed Imtiaz Humayun, Randall Balestriero, Richard Baraniuk
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
From Quantifying to Reducing Uncertainty: Diffusion Hypernetworks for Robust Medical Image Reconstruction
Ruhani Rahman, Xi Niu, Depeng Xu, Leon Lenchik
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Selecting Out-of-Distribution Detector for Multiple Modalities
Yuehan Qin, Li Li, Defu Cao, Tiankai Yang, Yue Zhao
- 20 Sept 2025 (modified: 18 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Strategic Obfuscation of Deceptive Reasoning in Language Models
Arun Jose, Niels Warncke, Mia Taylor
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
INDUCED COVARIANCE FOR CAUSAL DISCOVERY IN LINEAR SPARSE STRUCTURES
Saeed Mohseni-Sehdeh, Walid Saad
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
On the Role of Reasoning Traces in Large Reasoning Models
Yijie Hao, Lingjie Chen, Ali Emami, Joyce C. Ho
- 20 Sept 2025 (modified: 03 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Operator Flow Matching for Timeseries Forecasting
Yolanne Yi Ran Lee, Kyriakos Flouris
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Attention and Compression is all you need for Controllably Efficient Language Models
Jatin Prakash, Aahlad Manas Puli, Rajesh Ranganath
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
CIMemories: A Compositional Benchmark For Contextual Integrity In LLMs
Niloofar Mireshghallah, Neal Mangaokar, Narine Kokhlikyan, Arman Zharmagambetov, Manzil Zaheer, Saeed Mahloujifar, Kamalika Chaudhuri
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
ExperiGen: Data Driven Hypothesis Generation with Experimental Verification
Jishu Sen Gupta, Syed Mohamad Tawseeq, Harini S I, Somesh Kumar Singh, Yaman Kumar Singla, David Doermann, Rajiv Ratn Shah, Balaji Krishnamurthy
- 20 Sept 2025 (modified: 12 Feb 2026)
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Beyond Single Embeddings: Capturing Diverse Targets with Multi-Query Retrieval
Hung-Ting Chen, Xiang Liu, Shauli Ravfogel, Eunsol Choi
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
One-Step Flow Policy Mirror Descent
Tianyi Chen, Haitong Ma, Na Li, Kai Wang, Bo Dai
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Universal Learning of Nonlinear Dynamics
Evan Dogariu, Anand Paresh Brahmbhatt, Elad Hazan
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone

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Published: 26 Jan 2026, Last Modified: 11 Apr 2026
ICLR 2026 Poster
Readers: Everyone