| 2026 | AAAI | State Proficiency-Based Adaptive Fine-Tuning for Offline-to-Online Reinforcement Learning. | Songlin Li, Wei Xiao, Hao Wu, Xiaodan Zhang, Daolong An, Shuai L |
| 2026 | CHI | Designing for Understanding: How Interface-Level Consent Designs Shape Attention and Understanding in Privacy Disclosures. | Wei Xiao, Mengke Wu, Yeeun Jo |
| 2026 | ICPR | LLM-UMLS-PICO: A Large Language Model-Based PICO Extraction Method with UMLS Semantic Validation. | Chungeng Qiao, Meiqi Zhang, Hongfa Huang, Yipeng Yin, Wei Xiao |
| 2026 | KSEM | LLM-GCN BiTeach: LLM-Enhanced Bidirectional Mutual Teaching Framework for Log-Driven Software Fault Diagnosis. | Xiaolong Zhu, Rulin Xu, Wei Xiao, Yu Zhang, Haifang Zhou |
| 2025 | AAAI | Boosting Causal Structure Learning: An Asymmetric Exponential Modulation Gaussian-Based Adaptive Sample Reweighting Framework. | Wei Xiao, Hongbin Wang, Ming He, Nianbin Wang |
| 2025 | EMNLP | Rethinking LLM Uncertainty: A Multi-Agent Approach to Estimating Black-Box Model Uncertainty. | Yu Feng, Phu Mon Htut, Zheng Qi, Wei Xiao, Manuel Mager, Nikolaos Pappas, Kishaloy Halder, Yang Li, Yassine Benajiba, Dan Roth |
| 2025 | ICASSP | AVS3P10 Standard for Real-time Speech Coding. | Wei Xiao, Weibei Dou, Wenlong Wang, Gaoxiong Yi, Jingxin Li, Shidong Shang |
| 2025 | ICLR | SafeDiffuser: Safe Planning with Diffusion Probabilistic Models. | Wei Xiao, Tsun-Hsuan Wang, Chuang Gan, Ramin M. Hasani, Mathias Lechner, Daniela Rus |
| 2025 | ICML | ABNet: Adaptive explicit-Barrier Net for Safe and Scalable Robot Learning. | Wei Xiao, Tsun-Hsuan Wang, Chuang Gan, Daniela Rus |
| 2025 | ICPADS | Resource State Evolution and Heterogeneous Task Aware Intelligent Scheduling in Computing Power Networks. | Xuefeng Huang, Junyan Chen, Baokang Zhao, Wei Xiao |
| 2025 | IROS | Safe Motion Planning and Control Using Predictive and Adaptive Barrier Methods for Autonomous Surface Vessels. | Alejandro Gonzalez-Garcia, Wei Xiao, Wei Wang, Alejandro Astudillo, Wilm Decr, Jan Swevers, Carlo Ratti, Daniela Rus |
| 2025 | IROS | Integrating Trajectory Optimization and Reinforcement Learning for Quadrupedal Jumping with Terrain-Adaptive Landing. | Renjie Wang, Shangke Lyu, Xin Lang, Wei Xiao, Donglin Wang |
| 2025 | KSEM | Research on the Mechanism of Privacy-Enhanced Cross-Institutional Data Sharing. | Xiaoliang Wang, Wei Xiao, Nan Liu, Kaile Xiao, Zhipeng Gao, Yang Yang, Yu Wang |
| 2025 | NAACL | Towards Long Context Hallucination Detection. | Siyi Liu, Kishaloy Halder, Zheng Qi, Wei Xiao, Nikolaos Pappas, Phu Mon Htut, Neha Anna John, Yassine Benajiba, Dan Roth |
| 2025 | NAACL | Open Domain Question Answering with Conflicting Contexts. | Siyi Liu, Qiang Ning, Kishaloy Halder, Zheng Qi, Wei Xiao, Phu Mon Htut, Yi Zhang, Neha Anna John, Bonan Min, Yassine Benajiba, Dan Roth |
| 2024 | IGARSS | A Locally Enhanced Transformer Network for Hyperspectral Image Classification. | Wei Xiao, Shaoguang Huang, Mbulisi Sibanda, Elhadi Adam, Hongyan Zhang |
| 2024 | ICRA | Robust Model Predictive Control with Control Barrier Functions for Autonomous Surface Vessels. | Wei Wang, Wei Xiao, Alejandro Gonzalez-Garcia, Jan Swevers, Carlo Ratti, Daniela Rus |
| 2024 | ICRA | Reciprocal and Non-Reciprocal Swarmalators with Programmable Locomotion and Formations for Robot Swarms. | Steven Ceron, Wei Xiao, Daniela Rus |
| 2024 | ICRA | Drive Anywhere: Generalizable End-to-end Autonomous Driving with Multi-modal Foundation Models. | Tsun-Hsuan Wang, Alaa Maalouf, Wei Xiao, Yutong Ban, Alexander Amini, Guy Rosman, Sertac Karaman, Daniela Rus |
| 2023 | CoRL | Measuring Interpretability of Neural Policies of Robots with Disentangled Representation. | Tsun-Hsuan Wang, Wei Xiao, Tim Seyde, Ramin M. Hasani, Daniela Rus |
| 2023 | EACL | SWING: Balancing Coverage and Faithfulness for Dialogue Summarization. | Kung-Hsiang Huang, Siffi Singh, Xiaofei Ma, Wei Xiao, Feng Nan, Nicholas Dingwall, William Yang Wang, Kathleen R. McKeown |
| 2023 | FAST | HadaFS: A File System Bridging the Local and Shared Burst Buffer for Exascale Supercomputers. | Xiaobin He, Bin Yang, Jie Gao, Wei Xiao, Qi Chen, Shupeng Shi, Dexun Chen, Weiguo Liu, Wei Xue, Zuoning Chen |
| 2023 | ICML | On the Forward Invariance of Neural ODEs. | Wei Xiao, Tsun-Hsuan Wang, Ramin M. Hasani, Mathias Lechner, Yutong Ban, Chuang Gan, Daniela Rus |
| 2023 | ICONIP | UATR: An Uncertainty Aware Two-Stage Refinement Model for Targeted Sentiment Analysis. | Xiaoting Guo, Qingsong Yin, Wei Yu, Qingbing Ji, Wei Xiao, Tao Chang, Xiaodong Wang |
| 2023 | ICRA | Learned Risk Metric Maps for Kinodynamic Systems. | Ross E. Allen, Wei Xiao, Daniela Rus |
| 2023 | Interspeech | Multi-mode Neural Speech Coding Based on Deep Generative Networks. | Wei Xiao, Wenzhe Liu, Meng Wang, Shan Yang, Yupeng Shi, Yuyong Kang, Dan Su, Shidong Shang, Dong Yu |
| 2023 | IROS | Local Non-Cooperative Games with Principled Player Selection for Scalable Motion Planning. | Makram Chahine, Roya Firoozi, Wei Xiao, Mac Schwager, Daniela Rus |
| 2022 | ACL | Virtual Augmentation Supported Contrastive Learning of Sentence Representations. | Dejiao Zhang, Wei Xiao, Henghui Zhu, Xiaofei Ma, Andrew O. Arnold |
| 2022 | CIS | Random walk routing algorithm based on Q-learning in optical transport network. | Wei Xiao, Junyan Chen, Xinmei Li, Min Wang, Danli Huang, Dongying Zhang |
| 2022 | ICASSP | Internet Streaming Audio Based Speech Reception Threshold Measurement in Cochlear Implant Users. | Xi Chen, Yefei Mo, Kang Ouyang, Mingyue Shi, Huali Zhou, Yupeng Shi, Wei Xiao, Shidong Shang, Qinglin Meng, Nengheng Zheng |
| 2022 | ICPADS | DFBuffer: High-performance data forwarding software optimized for single-process I/O scenarios. | Xiaobin He, Wei Xiao, Xun Deng, Qi Chen, Bin Yang, Zuoning Chen |
| 2022 | Interspeech | ConferencingSpeech 2022 Challenge: Non-intrusive Objective Speech Quality Assessment (NISQA) Challenge for Online Conferencing Applications. | Gaoxiong Yi, Wei Xiao, Yiming Xiao, Babak Naderi, Sebastian Mller, Wafaa Wardah, Gabriel Mittag, Ross Cutler, Zhuohuang Zhang, Donald S. Williamson, Fei Chen, Fuzheng Yang, Shidong Shang |
| 2022 | KSEM | Sparse Dense Transformer Network for Video Action Recognition. | Xiaochun Qu, Zheyuan Zhang, Wei Xiao, Jinye Ran, Guodong Wang, Zili Zhang |
| 2022 | NAACL | Learning Dialogue Representations from Consecutive Utterances. | Zhihan Zhou, Dejiao Zhang, Wei Xiao, Nicholas Dingwall, Xiaofei Ma, Andrew O. Arnold, Bing Xiang |
| 2022 | NAACL | Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora. | Xisen Jin, Dejiao Zhang, Henghui Zhu, Wei Xiao, Shang-Wen Li, Xiaokai Wei, Andrew O. Arnold, Xiang Ren |
| 2022 | PRICAI | Learning Spatial Fusion and Matching for Visual Object Tracking. | Wei Xiao, Zili Zhang |
| 2021 | ASRU | X-SHOT: Learning to Rank Voice Applications Via Cross-Locale Shard-Based Co-Training. | Zheng Gao, Mohamed Abdelhady, Radhika Arava, Xibin Gao, Qian Hu, Wei Xiao, Thahir Mohamed |
| 2021 | EMNLP | Pairwise Supervised Contrastive Learning of Sentence Representations. | Dejiao Zhang, Shang-Wen Li, Wei Xiao, Henghui Zhu, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang |
| 2021 | Interspeech | Paraphrase Label Alignment for Voice Application Retrieval in Spoken Language Understanding. | Zheng Gao, Radhika Arava, Qian Hu, Xibin Gao, Thahir Mohamed, Wei Xiao, Mohamed Abdelhady |
| 2021 | IPEC | Integrate the Advantages of the Socialist System with Chinese Characteristics into the Whole Process of College Students' Ideological and Political Education - From the Perspective of Fighting against COVID-19. | Wei Xiao |
| 2021 | VTC | Research on Power Distribution Method of OFDM System with Hybrid Energy Supply under Fast Fading Channel. | Yipeng Liu, Zhicheng Dong, Wei Xiao, Erdal Panayirci |
| 2020 | ISPA | A Multi-Threaded Accelerated Drug Combination Pathway Network Implementation. | Haolei Ye, Shu Liu, Wei Xiao, Eric C. McCreath, Xinzhuang Zhang |
| 2020 | IWCMC | Performance Analysis of FM Dipole Antenna and Array. | Qinlu Liu, Yan Zhang, Wei Xiao, Jinlin Yang, Da Sun, Jialin Zhang, Tao Hong, Shanwei Lv |
| 2019 | ICICS | Deep Learning-Based Vulnerable Function Detection: A Benchmark. | Guanjun Lin, Wei Xiao, Jun Zhang, Yang Xiang |
| 2019 | WACV | Deep Micro-Dictionary Learning and Coding Network. | Hao Tang, Heng Wei, Wei Xiao, Wei Wang, Dan Xu, Yan Yan, Nicu Sebe |
| 2017 | ICASSP | Multi-channel noise reduction for hands-free voice communication on mobile phones. | Wenyu Jin, Mohammad Javad Taghizadeh, Kainan Chen, Wei Xiao |
| 2017 | IJCNLP | Bingo at IJCNLP-2017 Task 4: Augmenting Data using Machine Translation for Cross-linguistic Customer Feedback Classification. | Heba Elfardy, Manisha Srivastava, Wei Xiao, Jared Kramer, Tarun Agarwal |
| 2017 | ISCAS | A novel ISFET sensor architecture using through-Silicon vias for DNA sequencing. | Wei Xiao, Nicholas Miscourides, Pantelis Georgiou |
| 2017 | KDD | Prognosis and Diagnosis of Parkinson's Disease Using Multi-Task Learning. | Saba Emrani, Anya McGuirk, Wei Xiao |
| 2015 | VCIP | Weighted rate-distortion optimization for screen content intra coding. | Wei Xiao, Bin Li, Jizheng Xu, Guangming Shi, Feng Wu |
| 2014 | ICARCV | The intelligent grasping tactics of dexterous hand. | Lichong Lei, Meng Gao, Huaping Liu, Fuchun Sun, Wei Xiao |
| 2014 | ICARCV | Likelihood confidence rating based multi-modal information fusion for robot fine operation. | Wei Xiao, Hong Liu, Fuchun Sun, Huaping Liu |
| 2014 | UIC | Trust-E: A Trusted Embedded Operating System Based on the ARM Trustzone. | Xia Yang, Peng Shi, Bo Tian, Bing Zeng, Wei Xiao |
| 2012 | ISCAS | Joint rate-distortion optimization for H.264/AVC intra coding based on cluster computing. | Wei Xiao, Jizheng Xu, Feng Wu, Guangming Shi |
| 2011 | ISCAS | A scheme of parallel arithmetic coding. | Wei Xiao, You Zhou, Jizheng Xu, Guangming Shi |
| 2010 | ICMLC | L-GEM based RBFNN for news anchorperson detection with Dominant Color Descriptor. | Wei Xiao, Wing W. Y. Ng, Patrick P. K. Chan, Daniel S. Yeung |
| 2006 | SMC | Development of an Integrated Project Management Information System for Aerial Enterprises and Its Key Technologies. | Wei Xiao, Qingqi Wei |
| 2006 | SYNASC | Bracket Producing Rows and Columns of the Dixon Determinant. | Wei Xiao, Eng-Wee Chionh |