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• Discovering Decoupled Functional Modules in Large Language Models

  Yanke Yu, Jin Li, Ying Sun, Ping Li, Zhefeng Wang, Yi Zheng

  34503-34511

  2026-03-14

• StressPrompt: Does Stress Impact Large Language Models and Human Performance Similarly?

  Guobin Shen, Dongcheng Zhao, Aorigele Bao, Xiang He, Yiting Dong, Yi Zeng

  711-719

  2025-04-11

• Identifying and Analyzing Performance-Critical Tokens in Large Language Models

  Yu Bai, Heyan Huang, Cesare Spinoso-Di Piano, Sanxing Chen, Marc-Antoine Rondeau, Yang Gao, Jackie Chi Kit Cheung

  30031-30039

  2026-03-14

• Can Large Language Models Derive High-Level Cognition from Low-Level and Fragmented Foundational Information?

  Yang Liu, Xiaoping Wang, Kai Lu

  24677-24685

  2025-04-11

• Coarse-to-Fine Open-Set Graph Node Classification with Large Language Models

  Xueqi Ma, Xingjun Ma, Sarah Monazam Erfani, Danilo Mandic, James Bailey

  36714-36722

  2026-03-14

• Adapting Language Models for Non-Parallel Author-Stylized Rewriting

  Bakhtiyar Syed, Gaurav Verma, Balaji Vasan Srinivasan, Anandhavelu Natarajan, Vasudeva Varma

  9008-9015

  2020-04-03

• Spatial Mixture Models with Learnable Deep Priors for Perceptual Grouping

  Jinyang Yuan, Bin Li, Xiangyang Xue

  9135-9142

  2019-07-17

• Relation Also Knows: Rethinking the Recall and Editing of Factual Associations in Auto-Regressive Transformer Language Models

  Xiyu Liu, Zhengxiao Liu, Naibin Gu, Zheng Lin, Wanli Ma, Ji Xiang, Weiping Wang

  24659-24667

  2025-04-11

• ToC: Tree-of-Claims Search with Multi-Agent Language Models

  Shuyang Yu, Jianan Liang, Hui Hu

  34495-34502

  2026-03-14

• ReMoGPT: Part-Level Retrieval-Augmented Motion-Language Models

  Qing Yu, Mikihiro Tanaka, Kent Fujiwara

  9635-9643

  2025-04-11

• Bootstrapping Heterogeneous Graph Representation Learning via Large Language Models: A Generalized Approach

  Hang Gao, Chenhao Zhang, Fengge Wu, Changwen Zheng, Junsuo Zhao, Huaping Liu

  16717-16726

  2025-04-11

• Knockoffs Inference for Partially Linear Models with Automatic Structure Discovery

  Hao Wang, Biqin Song, Hao Deng, Hong Chen

  21071-21079

  2025-04-11

• Intuitive Thinking: Expanding Large Language Models’ Thinking for Rapid Decision-Making on Candidate Corrections in Chinese Grammar Error Correction

  Lintao Long, Ruizhang Huang, Ruina Bai, Yongbin Qin, Qihang Fu

  32293-32301

  2026-03-14

• FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models

  Zishan Shao, Yixiao Wang, Qinsi Wang, Ting Jiang, Zhixu Du, Hancheng Ye, Danyang Zhuo, Yiran Chen, Hai ¨Helen¨ Li

  25278-25285

  2026-03-14

• CAMA: Enhancing Mathematical Reasoning in Large Language Models with Causal Knowledge

  Lei Zan, Keli Zhang, Ruichu Cai, Lujia Pan

  34566-34574

  2026-03-14

• What Are Step-Level Reward Models Rewarding? Counterintuitive Findings from MCTS-Boosted Mathematical Reasoning

  Yiran Ma, Zui Chen, Tianqiao Liu, Mi Tian, Zhuo Liu, Zitao Liu, Weiqi Luo

  24812-24820

  2025-04-11

• Constraint-Driven Explanations for Black-Box ML Models

  Aditya A. Shrotri, Nina Narodytska, Alexey Ignatiev, Kuldeep S Meel, Joao Marques-Silva, Moshe Y. Vardi

  8304-8314

  2022-06-28

• Retrieve, Caption, Generate: Visual Grounding for Enhancing Commonsense in Text Generation Models

  Steven Y. Feng, Kevin Lu, Zhuofu Tao, Malihe Alikhani, Teruko Mitamura, Eduard Hovy, Varun Gangal

  10618-10626

  2022-06-28

• Evaluating the Factuality of Large Language Models Using Multiple Plug-and-Play Fact Sources

  Zhaoheng Huang, Yutao Zhu, Jirong Wen, Zhicheng Dou

  41607-41609

  2026-03-14

• Debate on Graph: A Flexible and Reliable Reasoning Framework for Large Language Models

  Jie Ma, Zhitao Gao, Qi Chai, Wangchun Sun, Pinghui Wang, Hongbin Pei, Jing Tao, Lingyun Song, Jun Liu, Chen Zhang, Lizhen Cui

  24768-24776

  2025-04-11

• MemoryART: Enhancing LLMs via Multi-Memory Models with Adaptive Resonance Theory for Healthcare Agents

  Renke Dai, Hebin Hu, Jiahui Zhang, Yilin Kang, Ah-Hwee Tan

  20676-20683

  2026-03-14

• From Tokens to Latent States: Leveraging Pre-trained Language Models for Improving Partially Observable Reinforcement Learning

  Meiju Li, Ruixiang Sun, Xin Li, Mingzhong Wang

  23003-23011

  2026-03-14

• Large Language Models Enhanced Personalized Graph Neural Architecture Search in Federated Learning

  Hui Fang, Yang Gao, Peng Zhang, Jiangchao Yao, Hongyang Chen, Haishuai Wang

  16514-16522

  2025-04-11

• Toward Adaptive Large Language Models Structured Pruning via Hybrid-grained Weight Importance Assessment

  Jun Liu, Zhenglun Kong, Pu Zhao, Changdi Yang, Xuan Shen, Hao Tang, Geng Yuan, Wei Niu, Wenbin Zhang, Xue Lin, Dong Huang, Yanzhi Wang

  18879-18887

  2025-04-11

• Bridging Molecular Graphs and Large Language Models

  Runze Wang, Mingqi Yang, Yanming Shen

  21234-21242

  2025-04-11