| 2026 | Evian: Towards Explainable Visual Instruction-tuning Data Auditing. | Zimu Jia, Mingjie Xu, Andrew Estornell, Jiaheng Wei |
| 2026 | One Battle After Another: Probing LLMs' Limits on Multi-Turn Instruction Following with a Benchmark Evolving Framework. | Qi Jia, Ye Shen, Xiujie Song, Kaiwei Zhang, Shibo Wang, Dun Pei, Xiangyang Zhu, Guangtao Zhai |
| 2026 | From Shijing to English and German: Resources and Evaluation for LLM Translation of Early Chinese Poetry. | Ying Jiao, Meng Sun |
| 2026 | LLM Safety From Within: Detecting Harmful Content with Internal Representations. | Difan Jiao, Yilun Liu, Ye Yuan, Zhenwei Tang, Linfeng Du, Haolun Wu, Ashton Anderson |
| 2026 | Invocation Refiner: A Plug-and-Play Module for Rectifying LLM Tool Invocations. | Qirui Jiao, Dian Jiao, Nan Du, Ying Shen, Liang Lin |
| 2026 | PaTaRM: Bridging Pairwise and Pointwise Signals via Preference-Aware Task-Adaptive Reward Modeling. | Ai Jian, Jingqing Ruan, Xing Ma, Dailin Li, Weipeng Zhang, Ke Zeng, Xunliang Cai |
| 2026 | False Friends in the Shell: Unveiling the Emoticon Semantic Confusion in Large Language Models. | Weipeng Jiang, Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Chao Shen, Yang Liu |
| 2026 | Think in Latent Thoughts: A New Paradigm for Gloss-Free Sign Language Translation. | Yiyang Jiang, Li Zhang, Xiao-Yong Wei, Li Qing |
| 2026 | Collaborative Chain-of-Agents for Parametric-Retrieved Knowledge Synergy. | Yi Jiang, Sendong Zhao, Jianbo Li, Haochun Wang, Lizhe Zhang, Yan Liu, Bing Qin |
| 2026 | EMTIR-GRPO: Efficient Multi-Tool Augmented Large Language Models via Reinforcement Learning. | Shixin Jiang, Zhihao Zhu, Jiafeng Liang, Yang Wu, Ming Liu, Bing Qin |
| 2026 | Beyond Scaling: Measuring and Predicting the Upper Bound of Knowledge Retention in Language Model Pre-Training. | Changhao Jiang, Ming Zhang, Yifei Cao, Junjie Ye, Xiaoran Fan, Shihan Dou, Zhiheng Xi, Jiajun Sun, Yi Dong, Yujiong Shen, Jingqi Tong, Baoyu Fan, Tao Gui, Qi Zhang, Xuanjing Huang |
| 2026 | Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization. | Jiantong Jiang, Peiyu Yang, Rui Zhang, Feng Liu |
| 2026 | Global Context or Local Detail? Adaptive Visual Grounding for Hallucination Mitigation. | Yubo Jiang, Xin Yang, Abudukelimu Wuerkaixi, Zheming Yuan, Xuxin Cheng, Cao Liu, Ke Zeng, Fengying Xie, Zhiguo Jiang, Haopeng Zhang |
| 2026 | HintPilot: LLM-based Compiler Hint Synthesis for Code Optimization. | Hanyun Jiang, Peisen Yao, Kaiyue Li, Tingting Lin, Chengpeng Wang, Kui Ren |
| 2026 | FinMaster: A Holistic Benchmark for Full-Pipeline Financial Management with Large Language Models. | Junzhe Jiang, Chang Yang, Aixin Cui, Sihan Jin, Yujing Zhang, Yilin Xiao, Ruiyu Wang, Bo Li, Xiao Huang, Danny Dongning Sun, Xinrun Wang |
| 2026 | Miner: Mining Intrinsic Mastery for Data-Efficient RL in Large Reasoning Models. | Shuyang Jiang, Yuhao Wang, Ya Zhang, Yanfeng Wang, Yu Wang |
| 2026 | Leveraging Human and Machine Preferences for Zero-shot Detection of AI-Generated Text. | Lei Jiang, Desheng Wu, Xiaolong Zheng, Cuicui Luo |
| 2026 | Investigating Human and LLMs' Decisions in Unverifiable Environments: A Case Study with GitHub Activity Overview. | Zheng Jiang, Wei Wang, Gaowei Zhang, Yang Feng, Yi Wang |
| 2026 | CAT: Confidence-Adaptive Thinking for Efficient Reasoning of Large Reasoning Models. | Qizhi Jiang, Shuo Wang, Pei Ke, Yuhang Song, Ke Qin |
| 2026 | SQLAgent: Learning to Explore Before Generating as a Data Engineer. | Wenjia Jiang, Yiwei Wang, Boyan Han, Joey Tianyi Zhou, Chi Zhang |
| 2026 | RiskLab: A Controlled Toolkit for Probing Emergent Risks in LLM-Based Multi-Agent Systems. | Yu Jiang, Wenjie Wang, Yue Huang, Yanbo Wang, Zhenhong Zhou, Xiuying Chen, Yang Liu, Pin-Yu Chen, Wei Wang, Xiangliang Zhang |
| 2026 | Act as you think: Reinforcing Consistent Reasoning in Medical Visual Question Answering. | Songtao Jiang, Yuan Wang, Ruizhe Chen, Yan Zhang, Ruilin Luo, Bohan Lei, Yeying Jin, Sibo Song, Zhibo Yang, Jimeng Sun, Jian Wu, Zuozhu Liu |
| 2026 | FLARE: Task-Agnostic Embedding Model Evaluation via Normalizing Flows. | Jingzhou Jiang, Yixuan Tang, Yi Yang, Kar Yan Tam |
| 2026 | HACHIMI: Scalable and Controllable Student Persona Generation via Orchestrated Agents. | Yilin Jiang, Fei Tan, Xuanyu Yin, Jing Leng, Aimin Zhou |
| 2026 | Why Agents Compromise Safety Under Pressure. | Hengle Jiang, Ke Tang |