| 2026 | ACL | MDC-Bench: A Multidisciplinary Causal Benchmark Based on Causal Structures for Evaluating Large Language Models. | Peng Wang, Yuxiong Yan, Xiao Ding, Kai Xiong, Bibo Cai, Chao Peng, Yutai Hou, Dandan Tu, Bing Qin, Ting Liu |
| 2026 | ACL | PuzzleClone: A DSL-Powered Framework for Synthesizing Verifiable Data. | Kai Xiong, Yanwei Huang, Rongjunchen Zhang, Kun Chen, Haipang Wu, Yingcai Wu |
| 2026 | ACL | Is EEG-to-Text Feasible in Real-World Scenarios? An In-Depth Analysis Using a Neuropsychology-Inspired Benchmark. | Zihan Zhang, Yu Bao, Xiao Ding, Tianyi Jiang, Kai Xiong |
| 2026 | ACL | Consolidation or Adaptation? PRISM: Disentangling SFT and RL Data via Gradient Concentration. | Yang Zhao, Yangou Ouyang, Xiao Ding, Hepeng Wang, Bibo Cai, Kai Xiong, Jinglong Gao, Zhouhao Sun, Li Du, Bing Qin, Ting Liu |
| 2026 | ACL | MAESTRO: Meta-learning Adaptive Estimation of Scalarization Trade-offs for Reward Optimization. | Yang Zhao, Hepeng Wang, Xiao Ding, Yangou Ouyang, Bibo Cai, Kai Xiong, Jinglong Gao, Zhouhao Sun, Li Du, Bing Qin, Ting Liu |
| 2026 | CHI | NoteFlow: Leveraging Charts as Sight Glasses for Consistent and Continuous Data Flow Tracing. | Yuan Tian, Dazhen Deng, Sen Yang, Huawei Zheng, Bowen Shi, Kai Xiong, Xinjing Yi, Yingcai Wu |
| 2025 | ACL | Com² : A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models. | Kai Xiong, Xiao Ding, Yixin Cao, Yuxiong Yan, Li Du, Yufei Zhang, Jinglong Gao, Jiaqian Liu, Bing Qin, Ting Liu |
| 2025 | ACL | Natural Logic at the Core: Dynamic Rewards for Entailment Tree Generation. | Jihao Shi, Xiao Ding, Kai Xiong, Hengwei Zhao, Bing Qin, Ting Liu |
| 2025 | ACL | Efficient and Accurate Prompt Optimization: the Benefit of Memory in Exemplar-Guided Reflection. | Cilin Yan, Jingyun Wang, Lin Zhang, Ruihui Zhao, Xiaopu Wu, Kai Xiong, Qingsong Liu, Guoliang Kang, Yangyang Kang |
| 2025 | ACL | Analyzing the Rapid Generalization of SFT via the Perspective of Attention Head Activation Patterns. | Yang Zhao, Li Du, Xiao Ding, Kai Xiong, Ting Liu, Bing Qin |
| 2025 | ACL | Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection. | Yang Zhao, Li Du, Xiao Ding, Yangou Ouyang, Hepeng Wang, Kai Xiong, Jinglong Gao, Zhouhao Sun, Dongliang Xu, Qing Yang, Dongchen Li, Bing Qin, Ting Liu |
| 2025 | CHI | TableCanoniser: Interactive Grammar-Powered Transformation of Messy, Non-Relational Tables to Canonical Tables. | Kai Xiong, Cynthia A. Huang, Michael Wybrow, Yingcai Wu |
| 2024 | ACL | Intuitive or Dependent? Investigating LLMs' Behavior Style to Conflicting Prompts. | Jiahao Ying, Yixin Cao, Kai Xiong, Long Cui, Yidong He, Yongbin Liu |
| 2024 | ACL | Deciphering the Impact of Pretraining Data on Large Language Models through Machine Unlearning. | Yang Zhao, Li Du, Xiao Ding, Kai Xiong, Zhouhao Sun, Shi Jun, Ting Liu, Bing Qin |
| 2024 | ECCV | PACE: A Large-Scale Dataset with Pose Annotations in Cluttered Environments. | Yang You, Kai Xiong, Zhening Yang, Zhengxiang Huang, Junwei Zhou, Ruoxi Shi, Zhou Fang, Adam W. Harley, Leonidas J. Guibas, Cewu Lu |
| 2024 | GLOBECOM | V2I Terahertz Green Communication: Economical Deployment and Coverage Analysis. | Hanwen Zhang, Supeng Leng, Tianchi Zhou, Ke Zhang, Kai Xiong |
| 2024 | ICANN | ESSformer: Transformers with ESS Attention for Long-Term Series Forecasting. | Siyu Wu, Kai Xiong, Feiyang Yu, Xiyu Pan, Jianjun Li |
| 2024 | VTC | An Adaptive Content Sharing Scheme of Multi-Cluster Head for Energy Harvesting-Based D2D Multicast Communication. | Ying Luo, Jun-tao Wu, Min Zeng, Kai Xiong, Hong Jiang |
| 2024 | VTC | Knowledge Distillation-Based Learning Model Propagation for Urban Air Mobility. | Kai Xiong, Juefei Xie, Zhihong Wang, Supeng Leng |
| 2023 | EMNLP | Examining Inter-Consistency of Large Language Models Collaboration: An In-depth Analysis via Debate. | Kai Xiong, Xiao Ding, Yixin Cao, Ting Liu, Bing Qin |
| 2023 | IECON | CNS/INS Integrated Navigation Method Based on Improved Adaptive CKF Algorithm. | Dong Wang, Jing Yang, Kai Xiong, Wenling Li |
| 2022 | ACL | e-CARE: a New Dataset for Exploring Explainable Causal Reasoning. | Li Du, Xiao Ding, Kai Xiong, Ting Liu, Bing Qin |
| 2022 | EMNLP | ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks. | Kai Xiong, Xiao Ding, Zhongyang Li, Li Du, Ting Liu, Bing Qin, Yi Zheng, Baoxing Huai |
| 2021 | ACL | ExCAR: Event Graph Knowledge Enhanced Explainable Causal Reasoning. | Li Du, Xiao Ding, Kai Xiong, Ting Liu, Bing Qin |
| 2021 | CIKM | Modeling Heterogeneous Graph Network on Fraud Detection: A Community-based Framework with Attention Mechanism. | Li Wang, Peipei Li, Kai Xiong, Jiashu Zhao, Rui Lin |
| 2020 | GLOBECOM | Hybrid Beamforming for RIS-Empowered Multi-hop Terahertz Communications: A DRL-based Method. | Chongwen Huang, Zhaohui Yang, George C. Alexandropoulos, Kai Xiong, Li Wei, Chau Yuen, Zhaoyang Zhang |
| 2018 | ICARCV | Motor Electric Current Based Fault Detection for Transmission of EMA Using Matlab/Simulink Simscape. | Jiaxing Li, Yunhua Li, Qu Wang, Hao Lu, Kai Xiong |
| 2018 | ICARCV | Application of Improved GSA Algorithm and Time Series Method in Bad Data Identification in Power System. | Ke-yan Liu, Weiguo Lin, Yuling Bai, Lijuan Hu, Yunhua Li, Liman Yang, Kai Xiong |
| 2018 | ICARCV | Excitation current calculation of a brushless synchronous generator under different speed and load. | Kai Xiong, Yunhua Li, Yun-Ze Li, Ji-Xiang Wang |
| 2017 | IJCAI | Orthogonal and Nonnegative Graph Reconstruction for Large Scale Clustering. | Junwei Han, Kai Xiong, Feiping Nie |
| 2017 | IJCAI | Linear Manifold Regularization with Adaptive Graph for Semi-supervised Dimensionality Reduction. | Kai Xiong, Feiping Nie, Junwei Han |
| 2017 | IECON | Autonomous navigation for constellation based on inter-satellite ranging and directions. | Ruipeng Li, Hongzhuan Qiu, Kai Xiong |
| 2016 | IJCAI | Robust and Sparse Fuzzy K-Means Clustering. | Jinglin Xu, Junwei Han, Kai Xiong, Feiping Nie |
| 2009 | DASC | A Novel Variable-Boundary-Coded Quantum Genetic Algorithm for Function Optimization. | Hegen Xiong, Kai Xiong, Qiuhua Tang |
| 2006 | ISNN | Application of RBF and SOFM Neural Networks on Vibration Fault Diagnosis for Aero-engines. | Kai Li, Dongxiang Jiang, Kai Xiong, Yongshan Ding |