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• Deep Research Arena: The First Exam of LLMs’ Research Abilities via Seminar-Grounded Tasks

  Haiyuan Wan, Chen Yang, Junchi Yu, Meiqi Tu, Jiaxuan Lu, Di Yu, Jianbao Cao, Ben Gao, Jiaqing Xie, Aoran Wang, Wenlong Zhang, Philip Torr, Dongzhan Zhou

  33341-33349

  2026-03-14

• Beyond Passive Critical Thinking: Fostering Proactive Questioning to Enhance Human-AI Collaboration

  Ante Wang, Yujie Lin, Jingyao Liu, Suhang Wu, Hao Liu, Xinyan Xiao, Jinsong Su

  33350-33358

  2026-03-14

• Deconstructing Pre-training: Knowledge Attribution Analysis in MoE and Dense Models

  Bo Wang, Junzhuo Li, Hong Chen, Yuanlin Chu, Yuxuan Fan, Xuming Hu

  33359-33367

  2026-03-14

• Cross-Granularity Hypergraph Retrieval-Augmented Generation for Multi-hop Question Answering

  Changjian Wang, Weihong Deng, Weili Guan, Quan Lu, Ning Jiang

  33368-33376

  2026-03-14

• Joint Evaluation of Answer and Reasoning Consistency for Hallucination Detection in Large Reasoning Models

  Changyue Wang, Weihang Su, Qingyao Ai, Yiqun Liu

  33377-33385

  2026-03-14

• Re-SpS: A Reinforcement Learning Approach to Speculative Sampling

  Chenan Wang, Daniel H. Shi, Haipeng Chen

  33386-33394

  2026-03-14

• GRAM-R²: Self-Training Generative Foundation Reward Models for Reward Reasoning

  Chenglong Wang, Yongyu Mu, Hang Zhou, Yifu Huo, Ziming Zhu, Jiali Zeng, Murun Yang, Bei Li, Xiaoyang Hao, Chunliang Zhang, Fandong Meng, Jingbo Zhu, Tong Xiao

  33395-33403

  2026-03-14

• Probing Preference Representations: A Multi-Dimensional Evaluation and Analysis Method for Reward Models

  Chenglong Wang, Yifu Huo, Yang Gan, Yongyu Mu, Qiaozhi He, Murun Yang, Bei Li, Chunliang Zhang, Tongran Liu, Anxiang Ma, Zhengtao Yu, Jingbo Zhu, Tong Xiao

  33404-33412

  2026-03-14

• ICL-Router: In-Context Learned Model Representations for LLM Routing

  Chenxu Wang, Hao Li, Yiqun Zhang, Linyao Chen, Jianhao Chen, Ping Jian, Qiaosheng Zhang, Shuyue Hu

  33413-33421

  2026-03-14

• Light-IF: Endowing LLMs with Generalizable Reasoning via Preview and Self-Checking for Complex Instruction Following

  Chenyang Wang, Liang Wen, Shousheng Jia, Xiangzheng Zhang, Liang Xu

  33422-33430

  2026-03-14

• Rethinking Flow and Diffusion Bridge Models for Speech Enhancement

  Dahan Wang, Jun Gao, Tong Lei, Yuxiang Hu, Changbao Zhu, Kai Chen, Jing Lu

  33431-33439

  2026-03-14

• Speech Recognition Model Improves Text-to-Speech Synthesis Using Fine-Grained Reward

  Guansu Wang, Peijie Sun

  33440-33448

  2026-03-14

• SDEval: Safety Dynamic Evaluation for Multimodal Large Language Models

  Hanqing Wang, Yuan Tian, Mingyu Liu, Zhenhao Zhang, Xiangyang Zhu

  33449-33457

  2026-03-14

• RPTS: Tree-Structured Reasoning Process Scoring for Faithful Multimodal Evaluation

  Haofeng Wang, Yu Zhang

  33458-33466

  2026-03-14

• Improving Implicit Discourse Relation Recognition with Natural Language Explanations from LLMs

  Heng Wang, Changxing Wu

  33467-33475

  2026-03-14

• USE: A Unified Model for Universal Sound Separation and Extraction

  Hongyu Wang, Chenda Li, Xin Zhou, Shuai Wang, Yanmin Qian

  33476-33484

  2026-03-14

• Enhancing Stability and Fidelity for Zero-Shot TTS with a Multi-Level Evaluator

  Hualei Wang, Na Li, Chuke Wang, Shu Wu, Zhifeng Li, Dong Yu

  33485-33493

  2026-03-14

• Bridging the Tokenizer Gap: Semantics and Distribution-aware Knowledge Transfer for Unbiased Cross-Tokenizer Distillation

  Huazheng Wang, Yongcheng Jing, Haifeng Sun, Jingyu Wang, Jianxin Liao, Leszek Rutkowski, Dacheng Tao

  33494-33502

  2026-03-14

• A General Highly Accurate Online Planning Method Integrating Large Language Models into Nested Rollout Policy Adaptation for Dialogue Tasks

  Hui Wang, Fafa Zhang, Xiaoyu Zhang, Chaoxu Mu

  33503-33511

  2026-03-14

• TTA-Bench: A Comprehensive Benchmark for Evaluating Text-to-Audio Models

  Hui Wang, Cheng Liu, Junyang Chen, Haoze Liu, Yuhang Jia, Shiwan Zhao, Jiaming Zhou, Haoqin Sun, Hui Bu, Yong Qin

  33512-33520

  2026-03-14

• ShoppingBench: A Real-World Intent-Grounded Shopping Benchmark for LLM-based Agents

  Jiangyuan Wang, Kejun Xiao, Qi Sun, Huaipeng Zhao, Tao Luo, Jian Dong Zhang, Xiaoyi Zeng

  33521-33529

  2026-03-14

• Accommodate Knowledge Conflicts in Retrieval-augmented LLMs: Towards Robust Response Generation in the Wild

  Jiatai Wang, Zhiwei Xu, Di Jin, Xuewen Yang, Tao Li

  33530-33538

  2026-03-14

• Towards Closed-Loop Embodied Empathy Evolution: Probing LLM-Centric Lifelong Empathic Motion Generation in Unseen Scenarios

  Jiawen Wang, Jingjing Wang, Tianyang Chen, Min Zhang, Guodong Zhou

  33539-33547

  2026-03-14

• UniCUE: Unified Recognition and Generation Framework for Chinese Cued Speech Video-to-Speech Generation

  Jinting Wang, Shan Yang, Chenxing Li, Dong Yu, Li Liu

  33548-33556

  2026-03-14

• ComoRAG: A Cognitive-Inspired Memory-Organized RAG for Stateful Long Narrative Reasoning

  Juyuan Wang, Rongchen Zhao, Wei Wei, Yufeng Wang, Mo Yu, Jie Zhou, Jin Xu, Liyan Xu

  33557-33565

  2026-03-14