| 2026 | Prior Beliefs Prejudice LLM-as-Judge: Evidence from Persuasion Evaluation. | Pardis Sadat Zahraei, Xiaoning Wang, Nimet Beyza Bozdag, Gokhan Tur, Dilek Hakkani-Tr |
| 2026 | Uncertainty-Aware Test-Time Search for Optimization Problem Solving. | Linlin Yu, Xujiang Zhao, Dong Li, Yanchi Liu, Wei Cheng, Zhengzhang Chen, Chen Zhao, Feng Chen, Haifeng Chen |
| 2026 | Easy Samples Are All You Need: Self-Evolving LLMs via Data-Efficient Reinforcement Learning. | Zhiyin Yu, Bo Zhang, Qibin Hou, Zhonghai Wu, Xiao Luo, Lei Bai |
| 2026 | Joint Optimization of Training Data and Policy in RLHF. | Zhuohao Yu, Jiali Zeng, Weizheng Gu, Mengyuan Sun, Yidong Wang, Fandong Meng, Jie Zhou, Shikun Zhang, Wei Ye |
| 2026 | WebAnchor: Anchoring Agent Planning to Stabilize Long-Horizon Web Reasoning. | Xinmiao Yu, Liwen Zhang, Xiaocheng Feng, Pengjun Xie, Jingren Zhou, Bing Qin, Yong Jiang |
| 2026 | Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents. | Yi Yu, Liuyi Yao, Yuexiang Xie, Qingquan Tan, Jiaqi Feng, Yaliang Li, Libing Wu |
| 2026 | How do Visual Attributes Influence Web Agents? A Comprehensive Evaluation of User Interface Design Factors. | Kuai Yu, Naicheng Yu, Han Wang, Rui Yang, Huan Zhang |
| 2026 | TaoType: Predicting Fine-Grained Typing Intent for Faster Search. | Yipeng Yu, Yichen Yuan, Chengxiao Feng, Xu Liu |
| 2026 | I2E: From Image Pixels to Actionable Interactive Environments for Text-Guided Image Editing. | Jinghan Yu, Junhao Xiao, Chenyu Zhu, Jiaming Li, Jia Li, HanMing Deng, Xirui Wang, Guoli Jia, Jianjun Li, Xiang Bai, Bowen Zhou, Zhiyuan Ma |
| 2026 | Thermometer of Thoughts: Enhancing LLM's Exploration via Attention Temperature Modulation. | Zhiyuan Yu, Shijian Xiao, Cam-Tu Nguyen, Zhangyue Yin, Lekai Xing, Wenzhong Li, Sanglu Lu |
| 2026 | AfriqueLLM: How Data Mixing and Model Architecture Impact Continued Pre-training for African Languages. | Hao Yu, Tianyi Xu, Michael A. Hedderich, Wassim Hamidouche, Syed Waqas Zamir, David Ifeoluwa Adelani |
| 2026 | STEM: Structure-Tracing Evidence Mining for Knowledge Graphs-Driven Retrieval-Augmented Generation. | Peng Yu, En Xu, Bin Chen, Haibiao Chen, Yinfei Xu |
| 2026 | InfiAgent: An Infinite-Horizon Framework for General-Purpose Autonomous Agents. | Chenglin Yu, Yuchen Wang, Songmiao Wang, Hongxia Yang, Li Ming |
| 2026 | Benchmarking Vision-Language Models on Chinese Ancient Documents: From OCR to Knowledge Reasoning. | Haiyang Yu, Yuchuan Wu, Fan Shi, Jinghui Lu, Ke Niu, Xiaodong Ge, Minghan Zhuo, Jingqun Tang, Bin Li |
| 2026 | MathAgent: Adversarial Evolution of Constraint Graphs for Mathematical Reasoning Data Synthesis. | Zixiong Yu, Jun Rao, Guhan Chen, Songtao Tian, Bohan Li, Jiansheng Wei, Min Zhang, Xiaojun Meng |
| 2026 | Distilling Long-CoT Reasoning through Collaborative Step-wise Multi-Teacher Decoding. | Taewon Yun, Jisu Shin, Jeonghwan Choi, Seunghwan Bang, Hwanjun Song |
| 2026 | SharVeT: Similarity-aware Parameter Sharing with Vector-based Tuning for Efficient LLM Compression. | Jeongin Yun, Jaeri Lee, Jongjin Kim, Minjun Kim, Jinho Song, U Kang |
| 2026 | ImmersiveTTS: Environment-Aware Text-to-Speech with Multimodal Diffusion Transformer and Domain-Specific Representation Alignment. | Jun-Hak Yun, Seung-Bin Kim, Seong-Whan Lee |
| 2026 | IterCOMP: Reasoning-aware Adaptive Prompt Compression for Multi-hop Question Answering. | JungMin Yun, YoungBin Kim |
| 2026 | A Survey of Reinforcement Learning for Large Language Models under Data Scarcity: Challenges and Solutions. | Zhiyin Yu, Yuchen Mou, Juncheng Yan, Junyu Luo, Chunchun Chen, Xing Wei, Yunhui Liu, Hongru Sun, Yuxing Zhang, Jun Xu, Yatao Bian, Ming Zhang, Wei Ye, Tieke He, Jie Yang, Guanjie Zheng, Zhonghai Wu, Bo Zhang, Lei Bai, Xiao Luo |
| 2026 | Experience is the Teacher: Reusing Atomic Thoughts from LLMs to Improve Medical Dialogue. | Guangya Yu, Hui Luo, Qi Ye, Ruihui Hou, Weiyan Zhang, Mingxi Shang, Xuanwu Li, Chunming Wang, Tong Ruan |
| 2026 | RegTrack: A Fine-Grained Benchmark for Multi-Class Legal Change Detection. | Joe Yu, Kevin Chenhao Li, Julian Ostarek |
| 2026 | ArrowGEV: Grounding Events in Video via Learning the Arrow of Time. | Fangxu Yu, Ziyao Lu, Liqiang Niu, Fandong Meng, Jie Zhou |
| 2026 | CogNet-KG: Empowering Tutoring Dialogues with a Cognitively-Structured Knowledge Graph for STEM Learning. | Ding Yu, Yu Lu, Tengju Li, Shasha Xiong, Shengquan Yu |
| 2026 | Orthogonal Representation Editing: Decoupling Semantic Entanglement in Batch Knowledge Editing of LLMs. | Wenhao Yu, Zhicong Lu, Bo Lv, Fangyin Ma, Kaiwen Wei, Shihao Yang, Nayu Liu |