| 2026 | ACL | Example Quality Matters: Multi-Aspects Example Augmentation for Private Library Programming. | Yuhao Li, Haifeng Sun, Xuesong Zhang, Shu Yao, Haoyu Zheng, Yvchuan Wang, Huazheng Wang, Zirui Zhuang, Qi Qi, Jianxin Liao, Jingyu Wang |
| 2026 | ACL | ModularMoE: Fast LLM Customization with Parameter-Sharing Mixture-of-Experts for Low-Resource Settings. | Jiaxing Liu, Qi Qi, Haifeng Sun, Dunjun Li, Zirui Zhuang, Bo He, Xiang Yang, Cong Liu, Jianxin Liao, Jingyu Wang |
| 2026 | INFOCOM | From Generation to Guarantee: Intent-Based Configuration Update with Verification Feedback. | Lingqi Guo, Yuhang Yan, Qi Qi, Haifeng Sun, Yuxing Peng, Zirui Zhuang, Bo He, Shaoling Sun, Jianxin Liao, Jingyu Wang |
| 2026 | INFOCOM | RecFlow: Unlocking GPU Efficiency for DLRM Inference via Fine-Grained Parallelism and Incremental Batching. | Siheng Pan, Shaolong Li, Minwei Zhang, Shuxi Guo, Haifeng Sun, Qi Qi, Zirui Zhuang, Xiang Yang, Chunyang Jiang, Jianxin Liao, Jing Wang |
| 2025 | AAAI | ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data. | Chengsen Wang, Qi Qi, Jingyu Wang, Haifeng Sun, Zirui Zhuang, Jinming Wu, Lei Zhang, Jianxin Liao |
| 2025 | ACL | ClusterAttn: KV Cache Compression under Intrinsic Attention Clustering. | Minwei Zhang, Haifeng Sun, Jingyu Wang, Shaolong Li, Wanyi Ning, Qi Qi, Zirui Zhuang, Jianxin Liao |
| 2025 | CVPR | Pose-Guided Temporal Enhancement for Robust Low-Resolution Hand Reconstruction. | Kaixin Fan, Pengfei Ren, Jingyu Wang, Haifeng Sun, Qi Qi, Zirui Zhuang, Jianxin Liao |
| 2025 | DASFAA | From Static to Dynamic: GNNs-Driven Clinical Decision-Making Assistance. | Shiyi Lin, Zirui Zhuang, Qi Qi, Jingyu Wang, Jianxin Liao, Jiachang Hao, Haifeng Sun |
| 2025 | EMNLP | Unveiling Internal Reasoning Modes in LLMs: A Deep Dive into Latent Reasoning vs. Factual Shortcuts with Attribute Rate Ratio. | Yiran Yang, Haifeng Sun, Jingyu Wang, Qi Qi, Zirui Zhuang, Huazheng Wang, Pengfei Ren, Jing Wang, Jianxin Liao |
| 2025 | EuroSys | Atlas: Towards Real-Time Verification in Large-Scale Networks via a Native Distributed Architecture. | Mingxiao Ma, Yuehan Zhang, Jingyu Wang, Bo He, Chenyang Zhao, Qi Qi, Zirui Zhuang, Haifeng Sun, Lingqi Guo, Yuebin Guo, Gong Zhang, Jianxin Liao |
| 2025 | ICASSP | Spy Inside: Scalable Verification of Dependable Transformers for Event Time Series Systems. | Haodong Deng, Qi Qi, Lu Lu, Zirui Zhuang, Xingyu Zeng, Jinguang Wang, Bo He, Wei Li, Jingyu Wang |
| 2025 | ICASSP | QoKV: Comprehending and Surpassing the Hurdles of KV Cache Quantization. | Jinguang Wang, Yuexi Yin, Haifeng Sun, Tingting Yang, Qi Qi, Zirui Zhuang, Jingyu Wang |
| 2025 | IJCAI | Beyond Statistical Analysis: Multimodal Framework for Time Series Forecasting with LLM-Driven Temporal Pattern. | Jiahong Xiong, Chengsen Wang, Haifeng Sun, Yuhan Jing, Qi Qi, Zirui Zhuang, Lei Zhang, Jianxin Liao, Jingyu Wang |
| 2025 | INFOCOM | A Blockchain-Based Trust Model for Multi-Platoon Networks: Reliable Data Sharing and Consensus via Edge-Cloud Systems. | Haotian Chen, Xiaoyuan Fu, Qi Qi, Zirui Zhuang, Jing Wang, Jingyu Wang |
| 2025 | INFOCOM | Network CoPilot: Intent-Driven Network Configuration Updating for Service Guarantee. | Rongxin Han, Jingyu Wang, Haifeng Sun, Zengteng Jiang, Qi Qi, Zirui Zhuang, Yuan Zhang, Jianxin Liao |
| 2025 | NAACL | Evaluating and Mitigating Object Hallucination in Large Vision-Language Models: Can They Still See Removed Objects? | Yixiao He, Haifeng Sun, Pengfei Ren, Jingyu Wang, Huazheng Wang, Qi Qi, Zirui Zhuang, Jing Wang |
| 2025 | WSDM | Robustness Verification of Deep Graph Neural Networks Tightened by Linear Approximation. | Xingyu Zeng, Han Li, Qi Qi, Jingyu Wang, Haodong Deng, Haifeng Sun, Zirui Zhuang, Jianxin Liao |
| 2025 | USENIX | NetKeeper: Enhancing Network Resilience with Autonomous Network Configuration Update on Traffic Patterns and Anomalies. | Zhaoyang Wan, Rongxin Han, Haifeng Sun, Qi Qi, Zirui Zhuang, Bo He, Liang Zhang, Jianxin Liao, Jingyu Wang |
| 2025 | SRDS | FedMI: Reliable and Privacy-Aware Vertical Federated Learning for Anomaly Detection in Distributed Edge Systems. | Yuzhe Zhang, Zirui Zhuang, Qi Qi, Haifeng Sun, Shaoxiong Zhu, Xiaoyuan Fu, Jing Wang |
| 2024 | AAAI | Keypoint Fusion for RGB-D Based 3D Hand Pose Estimation. | Xingyu Liu, Pengfei Ren, Yuanyuan Gao, Jingyu Wang, Haifeng Sun, Qi Qi, Zirui Zhuang, Jianxin Liao |
| 2024 | ASPLOS | NetRen: Service Migration-Driven Network Renascence with Synthesizing Updated Configuration. | Rongxin Han, Jingyu Wang, Qi Qi, Haifeng Sun, Chaowei Xu, Zhaoyang Wan, Zirui Zhuang, Yichuan Yu, Jianxin Liao |
| 2024 | COLING | Distantly Supervised Contrastive Learning for Low-Resource Scripting Language Summarization. | Junzhe Liang, Haifeng Sun, Zirui Zhuang, Qi Qi, Jingyu Wang, Jianxin Liao |
| 2024 | CVPR | Multi-Scale Video Anomaly Detection by Multi-Grained Spatio-Temporal Representation Learning. | Menghao Zhang, Jingyu Wang, Qi Qi, Haifeng Sun, Zirui Zhuang, Pengfei Ren, Ruilong Ma, Jianxin Liao |
| 2024 | ECCV | Coarse-to-Fine Implicit Representation Learning for 3D Hand-Object Reconstruction from a Single RGB-D Image. | Xingyu Liu, Pengfei Ren, Jingyu Wang, Qi Qi, Haifeng Sun, Zirui Zhuang, Jianxin Liao |
| 2024 | EuroPar | FLUK: Protecting Federated Learning Against Malicious Clients for Internet of Vehicles. | Mengde Zhu, Wanyi Ning, Qi Qi, Jingyu Wang, Zirui Zhuang, Haifeng Sun, Jun Huang, Jianxin Liao |
| 2024 | ICDM | Interdependency Matters: Graph Alignment for Multivariate Time Series Anomaly Detection. | Yuanyi Wang, Haifeng Sun, Chengsen Wang, Mengde Zhu, Jingyu Wang, Wei Tang, Qi Qi, Zirui Zhuang, Jianxin Liao |
| 2024 | ICLR | Pre-Tokenization of Numbers for Large Language Models. | Zhenglong Wu, Qi Qi, Zirui Zhuang, Haifeng Sun, Jingyu Wang |
| 2024 | ICNP | Following the Compass: LLM-Empowered Intent Translation with Manual Guidance. | Lingqi Guo, Jingyu Wang, Jianyu Wu, Caijun Yan, Haifeng Sun, Zirui Zhuang, Qi Qi, Yi Dong, Haibao Ren, Jianxin Liao |
| 2024 | IJCAI | Safeguarding Sustainable Cities: Unsupervised Video Anomaly Detection through Diffusion-based Latent Pattern Learning. | Menghao Zhang, Jingyu Wang, Qi Qi, Pengfei Ren, Haifeng Sun, Zirui Zhuang, Lei Zhang, Jianxin Liao |
| 2024 | INFOCOM | Efficient Throughput and Loop-Free Routing: An Adaptive Second-Order Backpressure Algorithm. | Yuexi Yin, Zirui Zhuang, Jingyu Wang, Qi Qi, Haifeng Sun, Xiaoyuan Fu, Jianxin Liao |
| 2024 | IWQoS | Beyond Throughput-Optimal: Second-Order Smooth Backpressure Algorithm for Reducing Jitter and Delay. | Yuexi Yin, Zirui Zhuang, Jingyu Wang, Qi Qi, Haifeng Sun, Xiaoyuan Fu, Jianxin Liao |
| 2024 | MOBICOM | QUIC-Enabled Framework for Alleviating Transient Congestion in Time-Critical IoT. | Haoran Zhao, Bo He, Jingyu Wang, Qi Qi, Haifeng Sun, Zirui Zhuang, Jianxin Liao |
| 2024 | NAACL | HPipe: Large Language Model Pipeline Parallelism for Long Context on Heterogeneous Cost-effective Devices. | Ruilong Ma, Xiang Yang, Jingyu Wang, Qi Qi, Haifeng Sun, Jing Wang, Zirui Zhuang, Jianxin Liao |
| 2024 | NSDI | EPVerifier: Accelerating Update Storms Verification with Edge-Predicate. | Chenyang Zhao, Yuebin Guo, Jingyu Wang, Qi Qi, Zirui Zhuang, Haifeng Sun, Lingqi Guo, Yuming Xie, Jianxin Liao |
| 2024 | WCNC | UAV Trajectory Tracking via RNN-Enhanced IMM-KF with ADS-B Data. | Yian Zhu, Ziye Jia, Qihui Wu, Chao Dong, Zirui Zhuang, Huiling Hu, Qi Cai |
| 2023 | DSN | HIRN: A Hierarchical Intent Refinement Approach for Dependable Network Slicing with Multi-path Resource Allocation. | Zhixian Chu, Lingqi Guo, Jingyu Wang, Qi Qi, Zirui Zhuang, Haifeng Sun, Cheng Zhou |
| 2023 | ICASSP | Robust Video Anomaly Detection Framework via Prior Knowledge and Multi-Path Frame Prediction. | Menghao Zhang, Jingyu Wang, Jing Wang, Qi Qi, Zirui Zhuang, Haifeng Sun, Ning Xiao |
| 2023 | ICDCS | CONFPILOT: A Pilot for Faster Configuration by Learning from Device Manuals. | Jinyu Zhao, Haifeng Sun, Jingyu Wang, Qi Qi, Zirui Zhuang, Shimin Tao, Jianxin Liao |
| 2023 | ICNP | Solving Distributed ACL Policies Under Complex Constraints with Graph Neural Networks. | Xingjian Liao, Haifeng Sun, Jingyu Wang, Qi Qi, Zirui Zhuang, Jianxin Liao, Guang Yang |
| 2023 | IJCAI | Not Only Pairwise Relationships: Fine-Grained Relational Modeling for Multivariate Time Series Forecasting. | Jinming Wu, Qi Qi, Jingyu Wang, Haifeng Sun, Zhikang Wu, Zirui Zhuang, Jianxin Liao |
| 2023 | SIGCOMM | Poster: PipeLLM: Pipeline LLM Inference on Heterogeneous Devices with Sequence Slicing. | Ruilong Ma, Jingyu Wang, Qi Qi, Xiang Yang, Haifeng Sun, Zirui Zhuang, Jianxin Liao |
| 2023 | SPAA | Brief Announcement: Accelerate CNN Inference with Zoning Graph at Dynamic Granularity. | Ruilong Ma, Xiang Yang, Qi Qi, Jingyu Wang, Zirui Zhuang, Jing Wang, Xin Wang |
| 2022 | UIC | Digital Twins-based Multi-agent Deep Reinforcement Learning for UAV-assisted Vehicle Edge Computing. | Chen Hu, Qi Qi, Lei Zhang, Cong Liu, Dezhi Chen, Jianxin Liao, Zirui Zhuang, Jingyu Wang |
| 2020 | ICPP | DeepHop on Edge: Hop-by-hop Routing byDistributed Learning with Semantic Attention. | Bo He, Jingyu Wang, Qi Qi, Haifeng Sun, Zirui Zhuang, Cong Liu, Jianxin Liao |
| 2020 | IWQoS | Adaptive and Robust Network Routing Based on Deep Reinforcement Learning with Lyapunov Optimization. | Zirui Zhuang, Jingyu Wang, Qi Qi, Jianxin Liao, Zhu Han |
| 2020 | WCNC | Multi-Agent Deep Reinforcement Learning for Secure UAV Communications. | Yu Zhang, Zirui Zhuang, Feifei Gao, Jingyu Wang, Zhu Han |
| 2018 | IPCCC | A Case-Based Decision System for Routing in Packet-Switched Networks. | Zirui Zhuang, Jingyu Wang, Qi Qi, Haifeng Sun, Jianxin Liao |
| 2018 | LCN | Common Knowledge Based Transfer Learning for Traffic Classification. | Yunming Xiao, Haifeng Sun, Zirui Zhuang, Jingyu Wang, Qi Qi |
| 2018 | LCN | Graph-Aware Deep Learning Based Intelligent Routing Strategy. | Zirui Zhuang, Jingyu Wang, Qi Qi, Haifeng Sun, Jianxin Liao |