| 2026 | Enhancing Zero-Shot Time Series Forecasting in Off-the-Shelf LLMs via Noise Injection Prompting. | Xingyou Yin, Ceyao Zhang, Min Hu, Kai Chen |
| 2026 | Language Reconstruction with Brain Predictive Coding from fMRI Data. | Congchi Yin, Ziyi Ye, Piji Li |
| 2026 | Aligning Large Language Models via Fully Self-Synthetic Data. | Shangjian Yin, Zhepei Wei, Xinyu Zhu, Wei-Lin Chen, Yu Meng |
| 2026 | Deliberative Searcher: Improving LLM Reliability via Reinforcement Learning with Constraints. | Zhenyun Yin, Shujie Wang, Xuhong Wang, Xingjun Ma, Yingchun Wang |
| 2026 | ARISE: An Adaptive Resolution-Aware Metric for Test-Time Scaling Evaluation in Large Reasoning Models. | Zhangyue Yin, Qiushi Sun, Zhiyuan Zeng, Zhiyuan Yu, Qipeng Guo, Xuanjing Huang, Xipeng Qiu |
| 2026 | The Reasoning Trap: How Enhancing LLM Reasoning Amplifies Tool Hallucination. | Chenlong Yin, Zeyang Sha, Shiwen Cui, Changhua Meng, Zechao Li |
| 2026 | From Individual to Common: An Early Exploration of Consensus in Non-verifiable Data for Balanced Preference Optimization. | Shangjian Yin, Zhouxing Shi |
| 2026 | ContextCheck: Sentence-Level Faithfulness Verification with Context-Aware Disambiguation. | Yueqin Yin, Yaxi Li, Xin Liu, Xun Wang, Kaiqiang Song, Simin Ma, Shujian Liu, Sathish Reddy Indurthi, Haoyun Deng, Pengcheng He, Mingyuan Zhou, Song Wang |
| 2026 | Compiling Activation Steering into Weights via Null-Space Constraints for Stealthy Backdoors. | Rui Yin, Tianxu Han, Naen Xu, Changjiang Li, Ping He, Chunyi Zhou, Jun Wang, Zhihui Fu, Tianyu Du, Jinbao Li, Shouling Ji |
| 2026 | SecureWebArena: A Holistic Security Evaluation Benchmark for LVLM-based Web Agents. | Zonghao Ying, Yangguang Shao, Jianle Gan, Gan Xu, Wenxin Zhang, Quanchen Zou, Junzheng Shi, Zhenfei Yin, Mingchuan Zhang, Aishan Liu, Xianglong Liu |
| 2026 | RoboFailRing: Retrieval-Augmented and Language Grounding Failure Detection for VLM-enabled Robotic Manipulation. | Chenduo Ying, Linkang Du, Yuanchao Shu, Peng Cheng |
| 2026 | RepoDistill: Distilling Repository Knowledge through Compression-Aware Budget Allocation and Policy Optimization. | Xin Yin, Zixiang Ding, Yiang Zhang, Qiang Wang, Rui Wang, Chao Ni, Zhe Cui |
| 2026 | DMRetriever: A Family of Models for Improved Text Retrieval in Disaster Management. | Kai Yin, Xiangjue Dong, Chengkai Liu, Allen Lin, Lingfeng Shi, Ali Mostafavi, James Caverlee |
| 2026 | LEDOM: Reverse Language Model. | Xunjian Yin, Sitao Cheng, Yuxi Xie, Xinyu Hu, Li Lin, Xinyi Wang, Liangming Pan, William Yang Wang, Xiaojun Wan |
| 2026 | ICDAGENT: Empowering Agentic Large Language Models for Explainable Medical Coding. | Ziyi Yin, Yuanpu Cao, Ting Wang, Jinghui Chen, Fenglong Ma |
| 2026 | AutoUE: Automated Generation of 3D Games in Unreal Engine via Multi-Agent Systems. | Lei Yin, Wentao Cheng, Zhida Qin, Tianyu Huang, Yidong Li, Gangyi Ding |
| 2026 | Latent Agents: A Post-Training Procedure for Internalized Multi-Agent Debate. | John Seon Keun Yi, Aaron Mueller, Dokyun Lee |
| 2026 | Attention Basin: Why Contextual Position Matters in Large Language Models. | Zihao Yi, Zhenqing Ling, Delong Zeng, Haohao Luo, Zhe Xu, Wei Liu, Jian Luan, Wanxia Cao, Ying Shen |
| 2026 | SEAD: A Surrogate-free Label-only Membership Inference Attack against Pre-trained LLMs with Semantic-Aware Density. | Biao Yi, Jiahao Li, Yiming Li, Yu He, Baolei Zhang, Zheli Liu, Dacheng Tao |
| 2026 | Too Good to be Bad: On the Failure of LLMs to Role-Play Villains. | Zihao Yi, Qingxuan Jiang, Ruotian Ma, Xingyu Chen, Qu Yang, Mengru Wang, Fanghua Ye, Ying Shen, Zhaopeng Tu, Xiaolong Li, Liefeng Bo |
| 2026 | CTRAP: Embedding Collapse Trap to Safeguard Large Language Models from Harmful Fine-Tuning. | Biao Yi, Tiansheng Huang, Baolei Zhang, Tong Li, Lihai Nie, Zheli Liu, Li Shen |
| 2026 | Beyond the Panorama: Training-Free Hierarchical Perception-Reasoning for Fine-Grained Vision in MLLMs. | Xiaoyang Yi, Jing Chen, Li Peng, Yuru Bao, Jian Zhang |
| 2026 | CoreGaze: Core Subgraph-Driven Visual Gaze Diffusion for Training-Free Referring Multimodal Large Language Models. | Xiaoyang Yi, Jing Chen, Yuru Bao, Jian Zhang |
| 2026 | Automatic and Reliable Evaluation for Academic Caption-to-Figure Generation with LMMs. | Guanghui Ye, Huan Zhao, Qin Zhu, Fengnan Li, Jiaqi Li, Yixian Shen, Zhonghao Ren, Zhihua Jiang |
| 2026 | Decoding the Multimodal Mind: Generalizable Brain-to-Text Translation via Multimodal Alignment and Adaptive Routing. | Chunyu Ye, Yunhao Zhang, Jingyuan Sun, Chong Li, Yang Zhao, Shaonan Wang |