| 2026 | MAXS: Meta-Adaptive Exploration with LLM Agents. | Jian Zhang, Zhiyuan Wang, Zhangqi Wang, Yu He, Haoran Luo, Li Yuan, Lingling Zhang, Rui Mao, Qika Lin, Jun Liu |
| 2026 | From Individual Excellence to Collective Sustainability: Seeking Strategic Equilibrium in Proactive Multi-Agent Teams. | Tong Zhang, Yang Wu, Yufei Shi, Rujing Yao, Zhuoren Jiang, Xiaozhong Liu |
| 2026 | Agent-based Substructure Counting under Local Differential Privacy. | Yuting Zhang, Kai Wang, Wei Ni, Ying Zhang, Wenjie Zhang |
| 2026 | Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks. | Wenqi Zhang, Mengna Wang, Gangao Liu, Huixin Xu, Yiwei Jiang, Yongliang Shen, Guiyang Hou, Zhe Zheng, Hang Zhang, Xin Li, Jiajun Liu, Weiming Lu, Peng Li, Yueting Zhuang |
| 2026 | TrendFact: A Benchmark Towards Hotspot Perception in Automatic Fact-Checking. | Xiaocheng Zhang, Xi Wang, Yifei Lu, Jianing Wang, Zhuangzhuang Ye, Mengjiao Bao, Peng Yan, Xiaohong Su |
| 2026 | LLM-VA: Resolving the Jailbreak-Overrefusal Trade-off via Vector Alignment. | Haonan Zhang, Dongxia Wang, Yi Liu, Kexin Chen, Wenhai Wang |
| 2026 | DefGen-Bench: A Benchmark for Chinese Criminal Defence Opinion Generation in LegalAI. | Senbo Zhang, Qiqi Wang, Fanghao Lou, Guanyu Chen, Yihong Pan, Huijia Li, Qian Liu |
| 2026 | Cultivating Forensic Reasoning for Generalizable Multimodal Manipulation Detection. | Yuchen Zhang, Yaxiong Wang, Kecheng Han, Yujiao Wu, Lianwei Wu, Li Zhu, Zhedong Zheng |
| 2026 | Towards Stable and Effective Reinforcement Learning for Mixture-of-Experts. | Di Zhang, Xun Wu, Shaohan Huang, Lingjie Jiang, Yaru Hao, Li Dong, Zewen Chi, Zhifang Sui, Furu Wei |
| 2026 | Generalizable LLM Learning of Graph Synthetic Data with Post-training Alignment. | Yizhuo Zhang, Heng Wang, Shangbin Feng, Zhaoxuan Tan, Xinyun Liu, Yulia Tsvetkov |
| 2026 | Tree-CoT-RT: An Explainable Multi-Path Tree-Guided Chain-of-Thought and Reinforcement Learning Framework for Aspect Sentiment Quad Prediction. | Hao Zhang, Jiahao Wang, Zhenke Duan, Xin Yin, Haichuan Hu, Hualong Chen, Yi Su, Congqing He, Yike Tan, Yu-N Cheah |
| 2026 | Towards Proactive Personalization through Profile Customization for Individual Users in Dialogues. | Xiaotian Zhang, Yuan Wang, Ruizhe Chen, Zeya Wang, Runchen Hou, Zuozhu Liu |
| 2026 | CityVG: Contrastive Fine-Tuning and Reward-Based Chain-of-Thought Reasoning for Zero-Shot City-Scale 3D Visual Grounding. | Jianjun Zhang, Hanli Wang |
| 2026 | RST-Guarder: Enhancing Long-Context Robustness for Safeguards via RST Parsing and Probabilistic Inference. | Xu Zhang, Xiaojun Wan |
| 2026 | Dynamic Meta-Metrics: Source-Sentence Conditioned Weighting for MT Evaluation. | Luke Zhang, Justin Vasselli, Aditya Khan, York Hay Ng, En-Shiun Annie Lee |
| 2026 | BiMind: A Dual-Head Reasoning Model with Attention-Geometry Adapter for Incorrect Information Detection. | Zhongxing Zhang, Emily K. Vraga, Jisu Huh, Jaideep Srivastava |
| 2026 | Prompting the Unknown: Understanding Response Uncertainty in Large Language Models. | Ze Yu Zhang, Arun Verma, Finale Doshi-Velez, Bryan Kian Hsiang Low |
| 2026 | SEE: Signal Embedding Energy for Quantifying Noise Interference in Large Audio Language Models. | Yuanhe Zhang, Jiayu Tian, Yibo Zhang, Shilinlu Yan, Liang Lin, Zhenhong Zhou, Li Sun, Sen Su |
| 2026 | Large-Scale Diverse Synthesis for Mid-Training. | Xuemiao Zhang, Chengying Tu, Can Ren, Rongxiang Weng, Hongfei Yan, Jingang Wang, Xunliang Cai |
| 2026 | OpenGenAlign: A Preference Dataset and Benchmark for Trustworthy Reward Modeling in Open-Ended, Long-Context Generation. | Hanning Zhang, Juntong Song, Juno Zhu, Yuanhao Wu, Tong Zhang, Cheng Niu |
| 2026 | REAP: Towards Effective Training-Free Chemical Reasoning with Explicit Atomic Priors. | Mingxu Zhang, Dazhong Shen, Qi Zhang, Ying Sun |
| 2026 | AgentRouter: A Knowledge-Graph-Guided LLM Router for Collaborative Multi-Agent Question Answering. | Zheyuan Zhang, Kaiwen Shi, Zhengqing Yuan, Zehong Wang, Tianyi Ma, Keerthiram Murugesan, Vincent Galassi, Chuxu Zhang, Yanfang Ye |
| 2026 | Context-Value-Action Architecture for Value-Driven Large Language Model Agents. | Tianze Zhang, Sirui Sun, Yuhang Xie, Xin Zhang, Zhiqiang Wu, Guojie Song |
| 2026 | Chain-of-Thought Compression Should Not Be Blind: V-Skip for Efficient Multimodal Reasoning via Dual-Path Anchoring. | Dongxu Zhang, Yiding Sun, Cheng Tan, Wenbiao Yan, Ning Yang, Jihua Zhu, Haijun Zhang |
| 2026 | CypherSmith: Transforming Text-to-Cypher Generation for LLMs with Synthetic Data. | Zeyu Zhang, Kexuan Sun, Zheng Tang, Jens-S. Vckler, Thien Huu Nguyen, Thuy Vu |