| 2026 | AAAI | Reinforcement Learning Enhanced Muti-hop Reasoning for Temporal Knowledge Question Answering. | Wuzhenghong Wen, Chao Xue, Su Pan, Yuwei Sun, Minlong Peng |
| 2026 | ACL | Parameter Importance is Not Static: Evolving Parameter Isolation for Supervised Fine-Tuning. | Zekai Lin, Chao Xue, Di Liang, Xingsheng Han, Peiyang Liu, Xianjie Wu, Lei Jiang, Yu Lu, Bob Simons, Shuang Liang, Minlong Peng |
| 2026 | ACL | Universally Empowering Zeroth-Order Optimization via Adaptive Layer-wise Sampling. | Fei Wang, Li Shen, Liang Ding, Chao Xue, Ye Liu, Changxing Ding |
| 2026 | ACL | Beyond Token Length: Step Pruner for Efficient and Accurate Reasoning in Large Language Models. | Canhui Wu, Qiong Cao, Chang Li, Zhenfang Wang, Chao Xue, Yuwei Fan, Wei Xi, Xiaodong He |
| 2026 | ACL | Why Supervised Fine-Tuning Fails to Learn: A Systematic Study of Incomplete Learning in Large Language Models. | Chao Xue, Yao Wang, Mengqiao Liu, Di Liang, Xingsheng Han, Peiyang Liu, Xianjie Wu, Chenyao Lu, Lei Jiang, Yu Lu, Haibo Shi, Shuang Liang, Minlong Peng, Flora D. Salim |
| 2026 | ACL | Reason Only When Needed: Efficient Generative Reward Modeling via Model-Internal Uncertainty. | Chao Xue, Yao Wang, Mengqiao Liu, Di Liang, Xingsheng Han, Peiyang Liu, Xianjie Wu, Chenyao Lu, Lei Jiang, Yu Lu, Haibo Shi, Shuang Liang, Minlong Peng, Flora D. Salim |
| 2025 | AAAI | Modeling All Response Surfaces in One for Conditional Search Spaces. | Jiaxing Li, Wei Liu, Chao Xue, Yibing Zhan, Xiaoxing Wang, Weifeng Liu, Dacheng Tao |
| 2025 | AAAI | Beyond Human Data: Aligning Multimodal Large Language Models by Iterative Self-Evolution. | Wentao Tan, Qiong Cao, Yibing Zhan, Chao Xue, Changxing Ding |
| 2025 | NAACL | Joint Learning Event-Specific Probe and Argument Library with Differential Optimization for Document-Level Multi-Event Extraction. | Jianpeng Hu, Chao Xue, Chunqing Yu, Jiacheng Xu, Chengxiang Tan |
| 2025 | PRICAI | StructCoh: Structured Contrastive Learning for Context-Aware Text Semantic Matching. | Chao Xue, Ziyuan Gao |
| 2024 | AAAI | Question Calibration and Multi-Hop Modeling for Temporal Question Answering. | Chao Xue, Di Liang, Pengfei Wang, Jing Zhang |
| 2024 | KDD | Towards Robust Information Extraction via Binomial Distribution Guided Counterpart Sequence. | Yinhao Bai, Yuhua Zhao, Zhixin Han, Hang Gao, Chao Xue, Mengting Hu |
| 2023 | ICASSP | Dual Path Modeling for Semantic Matching by Perceiving Subtle Conflicts. | Chao Xue, Di Liang, Sirui Wang, Jing Zhang, Wei Wu |
| 2022 | ECCV | A Max-Flow Based Approach for Neural Architecture Search. | Chao Xue, Xiaoxing Wang, Junchi Yan, Chun-Guang Li |
| 2021 | AAAI | Rethinking Bi-Level Optimization in Neural Architecture Search: A Gibbs Sampling Perspective. | Chao Xue, Xiaoxing Wang, Junchi Yan, Yonggang Hu, Xiaokang Yang, Kewei Sun |
| 2021 | ACL | Multi-Label Few-Shot Learning for Aspect Category Detection. | Mengting Hu, Shiwan Zhao, Honglei Guo, Chao Xue, Hang Gao, Tiegang Gao, Renhong Cheng, Zhong Su |
| 2021 | Mobiquitous | Coordinated Multi-UAV Adaptive Exploration Under Recurrent Connectivity Constraints. | Yaqianwen Su, Dianxi Shi, Chao Xue, Jiachi Xu, Xionghui He |
| 2020 | IJCAI | MergeNAS: Merge Operations into One for Differentiable Architecture Search. | Xiaoxing Wang, Chao Xue, Junchi Yan, Xiaokang Yang, Yonggang Hu, Kewei Sun |
| 2020 | SMC | GHGC: Goal-based Hierarchical Group Communication in Multi-Agent Reinforcement Learning. | Hao Jiang, Dianxi Shi, Chao Xue, Yajie Wang, Gongju Wang, Yongjun Zhang |
| 2020 | SMC | Friend-or-Foe Deep Deterministic Policy Gradient. | Hao Jiang, Dianxi Shi, Chao Xue, Yajie Wang, Gongju Wang, Yongjun Zhang |
| 2020 | SMC | AHAC: Actor Hierarchical Attention Critic for Multi-Agent Reinforcement Learning. | Yajie Wang, Dianxi Shi, Chao Xue, Hao Jiang, Gongju Wang, Peng Gong |
| 2019 | CVPR | Transferable AutoML by Model Sharing Over Grouped Datasets. | Chao Xue, Junchi Yan, Rong Yan, Stephen M. Chu, Yonggang Hu, Yonghua Lin |
| 2018 | ICPADS | Exploiting Code Diversity to Enhance Code Virtualization Protection. | Chao Xue, Zhanyong Tang, Guixin Ye, Guanghui Li, Xiaoqing Gong, Wei Wangg, Dingyi Fang, Zheng Wang |
| 2017 | ISCC | Design and analysis of a new distributed scheduling approach. | Wenzhuo Li, Chuang Lin, Chao Xue |
| 2017 | TrustCom | SEEAD: A Semantic-Based Approach for Automatic Binary Code De-obfuscation. | Zhanyong Tang, Kaiyuan Kuang, Lei Wang, Chao Xue, Xiaoqing Gong, Xiaojiang Chen, Dingyi Fang, Jie Liu, Zheng Wang |
| 2015 | Qshine | Content linking for UGC based on Word Embedding model. | Zhiqiao Gao, Lei Li, Liyuan Mao, Dezhu He, Chao Xue |
| 2015 | Qshine | Discovering social relationship between city regions using human mobility. | Ya-Jing Xu, Chao Xue, Gong-Fu Li, Yi-Zhe Song |
| 2011 | UIST | PicoPet: "Real World" digital pet on a handheld projector. | Yuhang Zhao, Chao Xue, Xiang Cao, Yuanchun Shi |