| 2026 | ACL | Think Outside the Policy: In-Context Steered Policy Optimization. | Hsiu-Yuan Huang, Chenming Tang, Weijie Liu, Clive Bai, Saiyong Yang, Yunfang Wu |
| 2026 | ACL | Do Not Step Into the Same River Twice: Learning to Reason from Trial and Error. | Chenming Tang, Hsiu-Yuan Huang, Weijie Liu, Clive Bai, Saiyong Yang, Yunfang Wu |
| 2026 | EuroPar | DAG-P: Efficient Fine-Grained Partitioning of Open-Source Transformer Models via Dependency-Aligned Planning. | Chenke Yi, Zhiquan Lai, Shengwei Li, Wei Wang, Yu Tang, Weijie Liu, Dongsheng Li |
| 2026 | EuroSys | Pyramid: A Secure, Resource-Efficient, and Pluggable Kubernetes for Multi-Tenancy. | Xiang Li, Weijie Liu, Fabing Li, Hongliang Tian, Zheli Liu, Shoumeng Yan, Mingyu Gao |
| 2026 | FAST | AdaCheck: An Adaptive Checkpointing System for Efficient LLM Training with Redundancy Utilization. | Weijie Liu, Shengwei Li, Zhiquan Lai, Keshi Ge, Qiaoling Chen, Peng Sun, Dongsheng Li, Kai Lu |
| 2026 | KDD | VI-MMRec: Similarity-Aware Training Cost-free Virtual User-Item Interactions for Multimodal Recommendation. | Jinfeng Xu, Zheyu Chen, Shuo Yang, Jinze Li, Zitong Wan, Hewei Wang, Weijie Liu, Yijie Li, Edith C. H. Ngai |
| 2026 | NDSS | Losing the Beat: Understanding and Mitigating Desynchronization Risks in Container Isolation. | Zhi Li, Zhen Xu, Weijie Liu, XiaoFeng Wang, Hai Jin, Zheli Liu |
| 2026 | WCNC | Design and Experimental Validation of a Low-Jitter and High-Reliability VLC System for Industrial Internet-of-Things. | Shuhan Cheng, Zhuoyang Wang, Nuo Huang, Weijie Liu, Chen Gong |
| 2026 | VR | MIFE: A Multimodal VR Immersive Training System for Fire Escape. | Weijie Liu, Yalei Liu, Jiaxuan Gao, Zixuan Xie, Qiuyu Fu, Lu Lu, Jian Ma, Kun Li |
| 2025 | CEC | An Efficient Multi-Objective Shuffled Frog Leaping Algorithm-Based Method for Metabolic Pathway Design. | Xin Zhao, Haotong Li, Tao Zhang, Jiajing Qi, Yahui Cao, Ming Yang, Weijie Liu |
| 2025 | CLUSTER | Capricorn: Efficient In-Memory Checkpointing for MoE Model Training with Dynamicity Awareness. | Wenqian Xie, Zhiquan Lai, Shengwei Li, Weijie Liu, Wei Wang, Yanqi Hao, Dongsheng Li |
| 2025 | FAST | AtomicDisk: A Secure Virtual Disk for TEEs against Eviction Attacks. | Hongliang Tian, Xinyi Yu, Shaowei Song, Qingsong Chen, Zhihao Zhang, Shiyu Wang, Weijie Liu, Erci Xu, Shoumeng Yan, Yiming Zhang |
| 2025 | ICA3PP | EAHP: An Efficient Automatic Hybrid Parallelism Approach with Genetic Algorithm. | Yichen Gu, Zhiquan Lai, Weijie Liu, Yinghui Gao |
| 2025 | ICCBR | Case-Based Causal Reasoning for Elite Sport Training. | Dandan Cui, Jianwei Guo, Ping Liu, Xiangning Zhang, Weijie Liu |
| 2025 | ICDCS | TACO: Tackling Over-correction in Federated Learning with Tailored Adaptive Correction. | Weijie Liu, Ziwei Zhan, Carlee Joe-Wong, Edith C. H. Ngai, Jingpu Duan, Deke Guo, Xu Chen, Xiaoxi Zhang |
| 2025 | IROS | Design of scalable orthogonal digital encoding architecture for large-area flexible tactile sensing in robotics. | Weijie Liu, Ziyi Qiu, Shihang Wang, Deqing Mei, Yancheng Wang |
| 2025 | IWQoS | PASTA: Training Acceleration for Vertical Federated Learning via Adaptive Pipeline Parallelism. | Tian Wu, Weijie Liu, Han Liang, Ziwei Zhan, Jingpu Duan, Chuan Wu, Jinhang Zuo, Xu Chen, Xiaoxi Zhang |
| 2025 | WCNC | Design and Implementation of Automatic Beam Alignment System for LD-PMT Based UOWC. | Jiachao Wang, Weijie Liu, Nuo Huang, Zhengyuan Xu, Yuwei Chen |
| 2024 | ECAI | FedReMa: Improving Personalized Federated Learning via Leveraging the Most Relevant Clients. | Han Liang, Ziwei Zhan, Weijie Liu, Xiaoxi Zhang, Chee Wei Tan, Xu Chen |
| 2024 | ISPA | HSDP: Accelerating Large-scale Model Training via Efficient Sharded Data Parallelism. | Yanqi Hao, Zhiquan Lai, Wei Wang, Shengwei Li, Weijie Liu, Keshi Ge, Dongsheng Li |
| 2024 | IWQoS | Adaptive Personalized Federated Learning for Non-IID Data with Continual Distribution Shift. | Sisi Chen, Weijie Liu, Xiaoxi Zhang, Hong Xu, Wanyu Lin, Xu Chen |
| 2023 | AAAI | Towards Optimal Randomized Strategies in Adversarial Example Game. | Jiahao Xie, Chao Zhang, Weijie Liu, Wensong Bai, Hui Qian |
| 2023 | AAAI | CDMA: A Practical Cross-Device Federated Learning Algorithm for General Minimax Problems. | Jiahao Xie, Chao Zhang, Zebang Shen, Weijie Liu, Hui Qian |
| 2023 | ACL | TencentPretrain: A Scalable and Flexible Toolkit for Pre-training Models of Different Modalities. | Zhe Zhao, Yudong Li, Cheng Hou, Jing Zhao, Rong Tian, Weijie Liu, Yiren Chen, Ningyuan Sun, Haoyan Liu, Weiquan Mao, Han Guo, Weigang Guo, Taiqiang Wu, Tao Zhu, Wenhang Shi, Chen Chen, Shan Huang, Sihong Chen, Liqun Liu, Feifei Li, Xiaoshuai Chen, Xingwu Sun, Zhanhui Kang, Xiaoyong Du, Linlin Shen, Kimmo Yan |
| 2023 | CCS | Lost along the Way: Understanding and Mitigating Path-Misresolution Threats to Container Isolation. | Zhi Li, Weijie Liu, XiaoFeng Wang, Bin Yuan, Hongliang Tian, Hai Jin, Shoumeng Yan |
| 2023 | CLUSTER | Prophet: Fine-grained Load Balancing for Parallel Training of Large-scale MoE Models. | Wei Wang, Zhiquan Lai, Shengwei Li, Weijie Liu, Keshi Ge, Yujie Liu, Ao Shen, Dongsheng Li |
| 2023 | EMNLP | SAMP: A Model Inference Toolkit of Post-Training Quantization for Text Processing via Self-Adaptive Mixed-Precision. | Rong Tian, Zijing Zhao, Weijie Liu, Haoyan Liu, Weiquan Mao, Zhe Zhao, Kan Zhou |
| 2023 | HPCC | Efficient Large Models Fine-tuning on Commodity Servers via Memory-balanced Pipeline Parallelism. | Yujie Liu, Zhiquan Lai, Weijie Liu, Wei Wang, Dongsheng Li |
| 2023 | ICASSP | Recouple Event Field via Probabilistic Bias for Event Extraction. | Xingyu Bai, Taiqiang Wu, Han Guo, Zhe Zhao, Xuefeng Yang, Jiayi Li, Weijie Liu, Qi Ju, Weigang Guo, Yujiu Yang |
| 2023 | ICLR | Robust Graph Dictionary Learning. | Weijie Liu, Jiahao Xie, Chao Zhang, Makoto Yamada, Nenggan Zheng, Hui Qian |
| 2023 | IJCNN | A Bidirectional Tree Tagging Scheme for Joint Medical Relation Extraction. | Xukun Luo, Weijie Liu, Meng Ma, Ping Wang |
| 2023 | INFOCOM | Federated Learning at the Edge: An Interplay of Mini-batch Size and Aggregation Frequency. | Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen |
| 2023 | IWCMC | The Reverse Voltage and Amplifier Saturation Effects on the Nonlinear Characteristics of Avalanche Photodiode. | Shanchi Wu, Jiaqi Wei, Chen Gong, Weijie Liu, Rui Ni, Xu Li |
| 2023 | IWQoS | AdaCoOpt: Leverage the Interplay of Batch Size and Aggregation Frequency for Federated Learning. | Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen |
| 2023 | MMM | Pseudo-label Diversity Exploitation for Few-Shot Object Detection. | Song Chen, Chong Wang, Weijie Liu, Zhengjie Ye, Jiacheng Deng |
| 2023 | WCNC | Wide Dynamic Range Signal Detection for Underwater Optical Wireless Communication Using A Pulse Counting Receiver. | Ling Zhang, Weijie Liu, Nuo Huang, Shangbin Li, Zhengyuan Xu |
| 2023 | WSDM | Modeling Fine-grained Information via Knowledge-aware Hierarchical Graph for Zero-shot Entity Retrieval. | Taiqiang Wu, Xingyu Bai, Weigang Guo, Weijie Liu, Siheng Li, Yujiu Yang |
| 2022 | AAAI | From One to All: Learning to Match Heterogeneous and Partially Overlapped Graphs. | Weijie Liu, Hui Qian, Chao Zhang, Jiahao Xie, Zebang Shen, Nenggan Zheng |
| 2022 | CLUSTER | HPH: Hybrid Parallelism on Heterogeneous Clusters for Accelerating Large-scale DNNs Training. | Yabo Duan, Zhiquan Lai, Shengwei Li, Weijie Liu, Keshi Ge, Peng Liang, Dongsheng Li |
| 2022 | CLUSTER | AutoPipe: A Fast Pipeline Parallelism Approach with Balanced Partitioning and Micro-batch Slicing. | Weijie Liu, Zhiquan Lai, Shengwei Li, Yabo Duan, Keshi Ge, Dongsheng Li |
| 2022 | COLING | A Simple and Effective Method to Improve Zero-Shot Cross-Lingual Transfer Learning. | Kunbo Ding, Weijie Liu, Yuejian Fang, Weiquan Mao, Zhe Zhao, Tao Zhu, Haoyan Liu, Rong Tian, Yiren Chen |
| 2022 | COLING | CSL: A Large-scale Chinese Scientific Literature Dataset. | Yudong Li, Yuqing Zhang, Zhe Zhao, Linlin Shen, Weijie Liu, Weiquan Mao, Hui Zhang |
| 2022 | ICASSP | Novel Instance Mining with Pseudo-Margin Evaluation for Few-Shot Object Detection. | Weijie Liu, Chong Wang, Shenghao Yu, Chenchen Tao, Jun Wang, Jiafei Wu |
| 2022 | NAACL | Multi-stage Distillation Framework for Cross-Lingual Semantic Similarity Matching. | Kunbo Ding, Weijie Liu, Yuejian Fang, Zhe Zhao, Qi Ju, Xuefeng Yang, Rong Tian, Zhu Tao, Haoyan Liu, Han Guo, Xingyu Bai, Weiquan Mao, Yudong Li, Weigang Guo, Taiqiang Wu, Ningyuan Sun |
| 2022 | NAACL | Parameter-efficient Continual Learning Framework in Industrial Real-time Text Classification System. | Tao Zhu, Zhe Zhao, Weijie Liu, Jiachi Liu, Yiren Chen, Weiquan Mao, Haoyan Liu, Kunbo Ding, Yudong Li, Xuefeng Yang |
| 2022 | VTC | Positioning Error Analysis and Experiments on Underwater Optical Wireless Communication Induced by Light Beam Bending. | Yingying Jiang, Weijie Liu, Zhengyuan Xu |
| 2022 | SP | Robbery on DevOps: Understanding and Mitigating Illicit Cryptomining on Continuous Integration Service Platforms. | Zhi Li, Weijie Liu, Hongbo Chen, XiaoFeng Wang, Xiaojing Liao, Luyi Xing, Mingming Zha, Hai Jin, Deqing Zou |
| 2021 | ASPLOS | Incremental CFG patching for binary rewriting. | Xiaozhu Meng, Weijie Liu |
| 2021 | DSN | Practical and Efficient in-Enclave Verification of Privacy Compliance. | Weijie Liu, Wenhao Wang, Hongbo Chen, Xiaofeng Wang, Yaosong Lu, Kai Chen, Xinyu Wang, Qintao Shen, Yi Chen, Haixu Tang |
| 2021 | SAC | Which type of exclusion region is better for restricted random testing?: an empirical study. | Weifeng Sun, Rubing Huang, Chenhui Cui, Haibo Chen, Weijie Liu |
| 2020 | AAAI | K-BERT: Enabling Language Representation with Knowledge Graph. | Weijie Liu, Peng Zhou, Zhe Zhao, Zhiruo Wang, Qi Ju, Haotang Deng, Ping Wang |
| 2020 | ACL | FastBERT: a Self-distilling BERT with Adaptive Inference Time. | Weijie Liu, Peng Zhou, Zhiruo Wang, Zhe Zhao, Haotang Deng, Qi Ju |
| 2020 | COLING | Few-Shot Text Classification with Edge-Labeling Graph Neural Network-Based Prototypical Network. | Chen Lyu, Weijie Liu, Ping Wang |
| 2020 | IJCAI | Accelerating Stratified Sampling SGD by Reconstructing Strata. | Weijie Liu, Hui Qian, Chao Zhang, Zebang Shen, Jiahao Xie, Nenggan Zheng |
| 2020 | ISPA | Atomic Restriction: Hardware Atomization to Defend Against Preemption Attacks. | Yaosong Lu, Weijie Liu, Wenhao Wang |
| 2019 | HPCC | Development and Validation of a Deep Learning Algorithm for the Recognition of Plant Disease. | Sijiang Huang, Weijie Liu, Fei Qi, Kepeng Yang |
| 2019 | ICASSP | Transfer and Collaborative Learning Method for Personalized Noninvasive Blood Glucose Measurement Modeling. | Weijie Liu, Anpeng Huang, Ping Wang, Hebin Yao |
| 2018 | ICA3PP | Controlled Channel Attack Detection Based on Hardware Virtualization. | Chenyi Qiang, Weijie Liu, Lina Wang, Rongwei Yu |
| 2017 | ESORICS | On-Demand Time Blurring to Support Side-Channel Defense. | Weijie Liu, Debin Gao, Michael K. Reiter |
| 2017 | IWCMC | Demonstration of a real-time vehicular visible light communication system with timing recovery. | Haifeng Luan, Xianqing Jin, Weijie Liu, Meiyu Jin, Zhengyuan Xu |
| 2014 | SecureComm | Control Flow Obfuscation Using Neural Network to Fight Concolic Testing. | Haoyu Ma, Xinjie Ma, Weijie Liu, Zhipeng Huang, Debin Gao, Chunfu Jia |
| 2011 | TrustCom | Time-Based Detection and Location of Wormhole Attacks in Wireless Ad Hoc Networks. | Fei Shi, Dongxu Jin, Weijie Liu, JooSeok Song |
| 2010 | IIWAS | A case study of telecommunication business in two selected countries. | Sharly Joana Halder, Weijie Liu, Wooju Kim, Junho Choi |
| 2007 | ICIP | A Shape Detection Method Based on the Radial Symmetry Nature and Direction-Discriminated Voting. | Gang Wu, Weijie Liu, Xiaohui Xie, Qiang Wei |
| 1998 | Interspeech | On optimum normalization method used for speaker verification. | Weijie Liu, Toshihiro Isobe, Naoki Mukawa |