| 2026 | AAAI | Beware of Reasoning Overconfidence: Pitfalls in the Reasoning Process for Multi-solution Tasks. | Jiannan Guan, Qiguang Chen, Libo Qin, Dengyun Peng, Jinhao Liu, Liangyu Huo, Jian Xie, Wanxiang Che |
| 2026 | AAAI | MRACL: Multi-Reward Space Guided Adaptive Curriculum Reinforcement Learning for LLMs. | Wenxuan Liu, Liangyu Huo, Yi Jing, Xiyuan Zhang, Jian Xie |
| 2026 | AAAI | HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches. | Jiejun Tan, Zhicheng Dou, Yan Yu, Jiehan Cheng, Lifeng Liu, Jian Xie, Jirong Wen |
| 2026 | ACL | MCGA: A Multi-task Classical Chinese Literary Genre Audio Corpus. | Yexing Du, Kaiyuan Liu, Bihe Zhang, Youcheng Pan, Bo Yang, Liangyu Huo, Xiyuan Zhang, Jian Xie, Daojing He, Yang Xiang, Ming Liu, Bing Qin |
| 2026 | ACL | The Model Agreed, But Didn't Learn: Diagnosing Surface Compliance in Large Language Models. | Xiaojie Gu, Ziying Huang, Weicong Hong, Jian Xie, Renze Lou, Kai Zhang |
| 2026 | ACL | ARM2: Adaptive Reasoning Model with Vision Understanding and Executable Code. | Jian Xie, Zhendong Chu, Aoxiao Zhong, Kai Zhang, Mingzhe Han, Xing Fan, Jialie Shen, Qingsong Wen |
| 2026 | ACL | LCR-RAG: Enhancing Logical Consistency in Retrieval-Augmented Generation via Neuro-symbolic Reinforcement Learning. | Wenxiang Zheng, Guo Tang, Shixin Jiang, Liangyu Huo, Xiyuan Zhang, Jian Xie, Ming Liu |
| 2025 | AAAI | Sequential Preference Optimization: Multi-Dimensional Preference Alignment with Implicit Reward Modeling. | Xingzhou Lou, Junge Zhang, Jian Xie, Lifeng Liu, Dong Yan, Kaiqi Huang |
| 2025 | ACL | Implicit Reasoning in Transformers is Reasoning through Shortcuts. | Tianhe Lin, Jian Xie, Siyu Yuan, Deqing Yang |
| 2025 | ACL | SIFT-50M: A Large-Scale Multilingual Dataset for Speech Instruction Fine-Tuning. | Prabhat Pandey, Rupak Vignesh Swaminathan, K. V. Vijay Girish, Arunasish Sen, Jian Xie, Grant P. Strimel, Andreas Schwarz |
| 2025 | CIKM | ClariLM: Enhancing Open-domain Clarification Ability for Large Language Models. | Ziliang Zhao, Haonan Chen, Shiren Song, Jian Xie, Zhicheng Dou |
| 2025 | EMNLP | LLM Agents for Education: Advances and Applications. | Zhendong Chu, Shen Wang, Jian Xie, Tinghui Zhu, Yibo Yan, Jingheng Ye, Aoxiao Zhong, Xuming Hu, Jing Liang, Philip S. Yu, Qingsong Wen |
| 2025 | EMNLP | UniEDU: Toward Unified and Efficient Large Multimodal Models for Educational Tasks. | Zhendong Chu, Jian Xie, Shen Wang, Zichao Wang, Qingsong Wen |
| 2025 | ICLR | 3D-Properties: Identifying Challenges in DPO and Charting a Path Forward. | Yuzi Yan, Yibo Miao, Jialian Li, Yipin Zhang, Jian Xie, Zhijie Deng, Dong Yan |
| 2025 | ICML | AAAR-1.0: Assessing AI's Potential to Assist Research. | Renze Lou, Hanzi Xu, Sijia Wang, Jiangshu Du, Ryo Kamoi, Xiaoxin Lu, Jian Xie, Yuxuan Sun, Yusen Zhang, Jihyun Janice Ahn, Hongchao Fang, Zhuoyang Zou, Wenchao Ma, Xi Li, Kai Zhang, Congying Xia, Lifu Huang, Wenpeng Yin |
| 2025 | NAACL | Revealing the Barriers of Language Agents in Planning. | Jian Xie, Kexun Zhang, Jiangjie Chen, Siyu Yuan, Kai Zhang, Yikai Zhang, Lei Li, Yanghua Xiao |
| 2024 | ECAI | Empowering Biomedical Named Entity Recognition through Multi-Tagger Collaboration. | Jin Zhao, Jian Xie, Tinghui Zhu, Qian Guo, Zhixu Li, Yanghua Xiao |
| 2024 | ICLR | MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction Following. | Renze Lou, Kai Zhang, Jian Xie, Yuxuan Sun, Janice Ahn, Hanzi Xu, Yu Su, Wenpeng Yin |
| 2024 | ICLR | Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts. | Jian Xie, Kai Zhang, Jiangjie Chen, Renze Lou, Yu Su |
| 2024 | ICML | TravelPlanner: A Benchmark for Real-World Planning with Language Agents. | Jian Xie, Kai Zhang, Jiangjie Chen, Tinghui Zhu, Renze Lou, Yuandong Tian, Yanghua Xiao, Yu Su |
| 2023 | AAAI | Dialogue State Distillation Network with Inter-slot Contrastive Learning for Dialogue State Tracking. | Jing Xu, Dandan Song, Chong Liu, Siu Cheung Hui, Fei Li, Qiang Ju, Xiaonan He, Jian Xie |
| 2023 | KDD | QUERT: Continual Pre-training of Language Model for Query Understanding in Travel Domain Search. | Jian Xie, Yidan Liang, Jingping Liu, Yanghua Xiao, Baohua Wu, Shenghua Ni |
| 2023 | SIGIR | SimTDE: Simple Transformer Distillation for Sentence Embeddings. | Jian Xie, Xin He, Jiyang Wang, Zimeng Qiu, Ali Kebarighotbi, Farhad Ghassemi |
| 2022 | CIKM | A Transformer-Based User Satisfaction Prediction for Proactive Interaction Mechanism in DuerOS. | Wei Shen, Xiaonan He, Chuheng Zhang, Xuyun Zhang, Jian Xie |
| 2021 | APCC | Characterization and Calibration of Key Parameters for Low Power Radio Transceivers. | Jian Xie, Wei Liu, Yu Xia, Ming Xu, Shunren Hu, Daqing Huang |
| 2021 | GLOBECOM | Attention Mechanism Based ResNeXt Network for Automatic Modulation Classification. | Zhi Liang, Ling Wang, Mingliang Tao, Jian Xie, Xin Yang |
| 2021 | ICASSP | Improving NER in Social Media via Entity Type-Compatible Unknown Word Substitution. | Jian Xie, Kai Zhang, Lin Sun, Yindu Su, Chenxiang Xu |
| 2021 | IWCMC | A Hybrid Interference Suppression Method Based On Robust Beamforming. | Mengfan Wang, Ling Wang, Jian Xie, Tao Zhang, Chuang Han, Yanyun Gong |
| 2021 | WCNC | Deception and Asymmetry of Low-Power Links in UAV Assisted Wireless Sensor Networks. | Yu Xia, Jian Xie, Wei Liu, Ming Xu, Rong Luo, Shunren Hu, Xiaoyu Dang, Daqing Huang |
| 2020 | EMNLP | SlotRefine: A Fast Non-Autoregressive Model for Joint Intent Detection and Slot Filling. | Di Wu, Liang Ding, Fan Lu, Jian Xie |
| 2020 | GLOBECOM | Distributed and Accurate Packet Reception Rate Estimation under Cross-Technology Interference. | Wei Liu, Yu Xia, Ming Xu, Jian Xie, Rong Luo, Daqing Huang |
| 2020 | WCNC | Simplified Theoretical Model based Self-adaptive Packet Reception Rate Estimation in Sensor Networks. | Wei Liu, Yu Xia, Jian Xie, Ming Xu, Rong Luo, Shunren Hu, Xiaoyu Dang, Daqing Huang |
| 2019 | IGARSS | SAR Interference Suppression Based on Signal Synthesis from Joint Time-Frequency Distribution. | Jia Su, Mingliang Tao, Jian Xie, Cai Wen, Guimei Zheng |
| 2018 | IGARSS | Interference Suppression for SAR Base on Ambiguity Function Iteration Decomposition. | Jia Su, Mingliang Tao, Jian Xie, Ling Wang |
| 2018 | ICWS | A User-Oriented Approach toward Price Prediction for IaaS Service. | Jie Zhang, Jian Xie, Min Yuan |
| 2017 | IGARSS | RPCA based time-frequency signal separation algorithm for narrow-band interference suppression. | Jia Su, Mingliang Tao, Ling Wang, Jian Xie, Xin Yang, Wei Zhang |
| 2017 | IGARSS | Feature extraction for PolSAR image classification using multilinear subspace learning. | Mingliang Tao, Feng Zhou, Jia Su, Jian Xie |
| 2017 | NSS | An Android Vulnerability Detection System. | Jiayuan Zhang, Yao Yao, Xiaoqi Li, Jian Xie, Gaofei Wu |
| 2013 | CIS | Colluder Detection Based on Hypergraph Decomposition. | Jicheng Hu, Dongjian Fang, Xiaofeng Wei, Jian Xie |
| 2009 | HIS | Online Monitoring and Intelligent Diagnosis System Based on Hybrid Wireless Network for Large Complicated Equipment. | Jinyu Zhang, Wei Cai, Xianxiang Huang, Jian Xie |