| 2026 | AAAI | FP=XINT: Representing Neural Networks via Low-Bit Series Basis Functions. | Boyang Zhang, Daning Cheng, Yunquan Zhang, Jiake Tian, Jing Li, Fangming Liu |
| 2026 | ACL | LLM Inductive Reasoning Through Multi-Agent Enhanced Monte Carlo Tree Search. | Xiang Li, Yucheng Zhou, Xiangzhi Wei, Zesheng Shi, Haiyuan Wan, Yifan Gong, Fangming Liu, Jing Li |
| 2026 | DATE | Optimal Compilation of Syndrome Extraction Circuits for General Quantum LDPC Codes. | Kai Zhang, Dingchao Gao, Zhaohui Yang, Runshi Zhou, Fangming Liu, Zhengfeng Ji, Jianxin Chen |
| 2026 | ICDCS | Pulse: Training Acceleration for Large Diffusion Models with Automatic Pipeline Parallelism. | Boran Sun, Guoyong Jiang, Lin Zhang, Chen Chen, Yuechen Tao, Zhishu Che, Jieling Yu, Shan Chang, Huaxi Gu, Fangming Liu, Bo Li |
| 2026 | ISCAS | CxlRatioOpt : A Predictive Optimizer for Performance Trade-offs in CXL-Tiered Memory. | Peng He, Hao Fu, Yue Ma, Bowen Wang, Haiyuan Wan, Zhirun Yue, Sheng Zhang, Fangming Liu |
| 2025 | AAAI | Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering. | Yifan Lu, Yigeng Zhou, Jing Li, Yequan Wang, Xuebo Liu, Daojing He, Fangming Liu, Min Zhang |
| 2025 | ACL | Multi-Modality Expansion and Retention for LLMs through Parameter Merging and Decoupling. | Junlin Li, Guodong Du, Jing Li, Sim Kuan Goh, Wenya Wang, Yequan Wang, Fangming Liu, Ho-Kin Tang, Saleh Alharbi, Daojing He, Min Zhang |
| 2025 | ACL | Learning to Generate Structured Output with Schema Reinforcement Learning. | Yaxi Lu, Haolun Li, Xin Cong, Zhong Zhang, Yesai Wu, Yankai Lin, Zhiyuan Liu, Fangming Liu, Maosong Sun |
| 2025 | ACL | Demystifying Small Language Models for Edge Deployment. | Zhenyan Lu, Xiang Li, Dongqi Cai, Rongjie Yi, Fangming Liu, Wei Liu, Jian Luan, Xiwen Zhang, Nicholas D. Lane, Mengwei Xu |
| 2025 | ACL | Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing. | Yifan Lu, Jing Li, Yigeng Zhou, Yihui Zhang, Wenya Wang, Xiucheng Li, Meishan Zhang, Fangming Liu, Jun Yu, Min Zhang |
| 2025 | ACL | Safety Alignment via Constrained Knowledge Unlearning. | Zesheng Shi, Yucheng Zhou, Jing Li, Yuxin Jin, Yu Li, Daojing He, Fangming Liu, Saleh Alharbi, Jun Yu, Min Zhang |
| 2025 | ACL | Reflection on Knowledge Graph for Large Language Models Reasoning. | Yigeng Zhou, Wu Li, Yifan Lu, Jing Li, Fangming Liu, Meishan Zhang, Yequan Wang, Daojing He, Honghai Liu, Min Zhang |
| 2025 | COLING | Impromptu Cybercrime Euphemism Detection. | Xiang Li, Yucheng Zhou, Laiping Zhao, Jing Li, Fangming Liu |
| 2025 | EMNLP | RECALL: REpresentation-aligned Catastrophic-forgetting ALLeviation via Hierarchical Model Merging. | Bowen Wang, Haiyuan Wan, Liwen Shi, Chen Yang, Peng He, Yue Ma, Haochen Han, Wenhao Li, Tiao Tan, Yongjian Li, Fangming Liu, Yifan Gong, Sheng Zhang |
| 2025 | FAST | Archer: Adaptive Memory Compression with Page-Association-Rule Awareness for High-Speed Response of Mobile Devices. | Changlong Li, Zongwei Zhu, Chao Wang, Fangming Liu, Fei Xu, Edwin H.-M. Sha, Xuehai Zhou |
| 2025 | ICCV | Unlearning the Noisy Correspondence Makes CLIP More Robust. | Haochen Han, Alex Jinpeng Wang, Peijun Ye, Fangming Liu |
| 2025 | ICLR | Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance. | Yaxi Lu, Shenzhi Yang, Cheng Qian, Guirong Chen, Qinyu Luo, Yesai Wu, Huadong Wang, Xin Cong, Zhong Zhang, Yankai Lin, Weiwen Liu, Yasheng Wang, Zhiyuan Liu, Fangming Liu, Maosong Sun |
| 2025 | INFOCOM | Towards Federated Inference: An Online Model Ensemble Framework for Cooperative Edge AI. | Zhi Zhou, Jiajie Xie, Mengke Huang, Tao Ouyang, Fangming Liu, Xu Chen |
| 2025 | INFOCOM | Espresso: Cost-Efficient Large Model Training by Exploiting GPU Heterogeneity in the Cloud. | Qiannan Zhou, Fei Xu, Lingxuan Weng, Ruixing Li, Xudong Wu, Li Chen, Zhi Zhou, Fangming Liu |
| 2025 | SIGMETRICS | Microns: Connection Subsetting for Microservices in Shared Clusters. | Jianxiong Liao, Juntao Li, Zhi Zhou, Fei Xu, Fangming Liu, Xu Chen |
| 2024 | CLOUD | InferCool: Enhancing AI Inference Cooling through Transparent, Non-Intrusive Task Reassignment. | Qiangyu Pei, Lin Wang, Dong Zhang, Bingheng Yan, Chen Yu, Fangming Liu |
| 2024 | ICDCS | TrimCaching: Parameter-Sharing AI Model Caching in Wireless Edge Networks. | Guanqiao Qu, Zheng Lin, Fangming Liu, Xianhao Chen, Kaibin Huang |
| 2024 | INFOCOM | X-Stream: A Flexible, Adaptive Video Transformer for Privacy-Preserving Video Stream Analytics. | Dou Feng, Lin Wang, Shutong Chen, Lingching Tung, Fangming Liu |
| 2024 | IWQoS | HarmonyBatch: Batching multi-SLO DNN Inference with Heterogeneous Serverless Functions. | Jiabin Chen, Fei Xu, Yikun Gu, Li Chen, Fangming Liu, Zhi Zhou |
| 2024 | IWQoS | An MTD-driven Hybrid Defense Method Against DDoS Based on Markov Game in Multi-controller SDN-enabled IoT Networks. | Yuming Feng, Weizhe Zhang, Zijun Feng, Xiaoxiong Zhong, Fangming Liu |
| 2024 | SMC | mmHPE: Human Pose Estimation Based on Point Cloud from Millimeter-wave Radar. | Jiale Lai, Jiake Tian, Yi Zou, Xianfeng Song, Fangming Liu, Dacheng Li |
| 2024 | WWW | λGrapher: A Resource-Efficient Serverless System for GNN Serving through Graph Sharing. | Haichuan Hu, Fangming Liu, Qiangyu Pei, Yongjie Yuan, Zichen Xu, Lin Wang |
| 2024 | SIGCOMM | YuanRong: A Production General-purpose Serverless System for Distributed Applications in the Cloud. | Qiong Chen, Jianmin Qian, Yulin Che, Ziqi Lin, Jianfeng Wang, Jie Zhou, Licheng Song, Yi Liang, Jie Wu, Wei Zheng, Wei Liu, Linfeng Li, Fangming Liu, Kun Tan |
| 2023 | CLOUD | AsyFunc: A High-Performance and Resource-Efficient Serverless Inference System via Asymmetric Functions. | Qiangyu Pei, Yongjie Yuan, Haichuan Hu, Qiong Chen, Fangming Liu |
| 2023 | COMPSAC | New Problems in Active Sampling for Mobile Robotic Online Learning. | Xiuxian Guan, Junming Wang, Zekai Sun, Zongyuan Zhang, Tianyang Duan, Shengliang Deng, Fangming Liu, Heming Cui |
| 2023 | ICCAD | Fast and Scalable Gate-Level Simulation in Massively Parallel Systems. | Haichuan Hu, Zichen Xu, Yuhao Wang, Fangming Liu |
| 2023 | ICDCS | Two-Stage Coded Distributed Learning: A Dynamic Partial Gradient Coding Perspective. | Xinghan Wang, Xiaoxiong Zhong, Jiahong Ning, Tingting Yang, Yuanyuan Yang, Guoming Tang, Fangming Liu |
| 2023 | IWQoS | spotDNN: Provisioning Spot Instances for Predictable Distributed DNN Training in the Cloud. | Ruitao Shang, Fei Xu, Zhuoyan Bai, Li Chen, Zhi Zhou, Fangming Liu |
| 2022 | ASPLOS | CoolEdge: hotspot-relievable warm water cooling for energy-efficient edge datacenters. | Qiangyu Pei, Shutong Chen, Qixia Zhang, Xinhui Zhu, Fangming Liu, Ziyang Jia, Yishuo Wang, Yongjie Yuan |
| 2022 | INFOCOM | Optimal Admission Control Mechanism Design for Time-Sensitive Services in Edge Computing. | Shutong Chen, Lin Wang, Fangming Liu |
| 2022 | INFOCOM | Retention-Aware Container Caching for Serverless Edge Computing. | Li Pan, Lin Wang, Shutong Chen, Fangming Liu |
| 2022 | INFOCOM | StepConf: SLO-Aware Dynamic Resource Configuration for Serverless Function Workflows. | Zhaojie Wen, Yishuo Wang, Fangming Liu |
| 2020 | INFOCOM | Latency-aware VNF Chain Deployment with Efficient Resource Reuse at Network Edge. | Panpan Jin, Xincai Fei, Qixia Zhang, Fangming Liu, Bo Li |
| 2020 | ISCA | Heat to Power: Thermal Energy Harvesting and Recycling for Warm Water-Cooled Datacenters. | Xinhui Zhu, Weixiang Jiang, Fangming Liu, Qixia Zhang, Li Pan, Qiong Chen, Ziyang Jia |
| 2020 | IWQoS | Finedge: A Dynamic Cost-Efficient Edge Resource Management Platform for NFV Network. | Miao Li, Qixia Zhang, Fangming Liu |
| 2019 | ICDCS | Data-driven Task Allocation for Multi-task Transfer Learning on the Edge. | Qiong Chen, Zimu Zheng, Chuang Hu, Dan Wang, Fangming Liu |
| 2019 | ICPP | Stage Delay Scheduling: Speeding up DAG-style Data Analytics Jobs with Resource Interleaving. | Wujie Shao, Fei Xu, Li Chen, Haoyue Zheng, Fangming Liu |
| 2019 | ICPP | Cynthia: Cost-Efficient Cloud Resource Provisioning for Predictable Distributed Deep Neural Network Training. | Haoyue Zheng, Fei Xu, Li Chen, Zhi Zhou, Fangming Liu |
| 2019 | INFOCOM | An Online Market Mechanism for Edge Emergency Demand Response via Cloudlet Control. | Shutong Chen, Lei Jiao, Lin Wang, Fangming Liu |
| 2019 | INFOCOM | Winning at the Starting Line: Joint Network Selection and Service Placement for Mobile Edge Computing. | Bin Gao, Zhi Zhou, Fangming Liu, Fei Xu |
| 2019 | INFOCOM | Adaptive Interference-Aware VNF Placement for Service-Customized 5G Network Slices. | Qixia Zhang, Fangming Liu, Chaobing Zeng |
| 2019 | ISCA | Fine-grained warm water cooling for improving datacenter economy. | Weixiang Jiang, Ziyang Jia, Sirui Feng, Fangming Liu, Hai Jin |
| 2019 | IWQoS | NFVdeep: adaptive online service function chain deployment with deep reinforcement learning. | Yikai Xiao, Qixia Zhang, Fangming Liu, Jia Wang, Miao Zhao, Zhongxing Zhang, Jiaxing Zhang |
| 2019 | USENIX | PostMan: Rapidly Mitigating Bursty Traffic by Offloading Packet Processing. | Panpan Jin, Jian Guo, Yikai Xiao, Rong Shi, Yipei Niu, Fangming Liu, Chen Qian, Yang Wang |
| 2018 | ICDCS | Non-IT Energy Accounting in Virtualized Datacenter. | Weixiang Jiang, Shaolei Ren, Fangming Liu, Hai Jin |
| 2018 | ICDCS | DHL: Enabling Flexible Software Network Functions with FPGA Acceleration. | Xiaoyao Li, Xiuxiu Wang, Fangming Liu, Hong Xu |
| 2018 | INFOCOM | Adaptive VNF Scaling and Flow Routing with Proactive Demand Prediction. | Xincai Fei, Fangming Liu, Hong Xu, Hai Jin |
| 2018 | INFOCOM | Load Balancing Across Microservices. | Yipei Niu, Fangming Liu, Zongpeng Li |
| 2018 | INFOCOM | Demystifying the Performance Interference of Co-Located Virtual Network Functions. | Chaobing Zeng, Fangming Liu, Shutong Chen, Weixiang Jiang, Miao Li |
| 2017 | ICDCS | Virtual Machine Power Accounting with Shapley Value. | Weixiang Jiang, Fangming Liu, Guoming Tang, Kui Wu, Hai Jin |
| 2017 | ICDCS | Reducing Cellular Signaling Traffic for Heartbeat Messages via Energy-Efficient D2D Forwarding. | Yanqi Jin, Fangming Liu, Xiaomeng Yi, Minghua Chen |
| 2017 | ICDCS | Multi-resource Load Balancing for Virtual Network Functions. | Tao Wang, Hong Xu, Fangming Liu |
| 2017 | ICDCS | Joint Optimization of Chain Placement and Request Scheduling for Network Function Virtualization. | Qixia Zhang, Yikai Xiao, Fangming Liu, John C. S. Lui, Jian Guo, Tao Wang |
| 2017 | INFOCOM | Handling flash deals with soft guarantee in hybrid cloud. | Yipei Niu, Fangming Liu, Xincai Fei, Bo Li |
| 2017 | IWQoS | Towards load-balanced VNF assignment in geo-distributed NFV Infrastructure. | Xincai Fei, Fangming Liu, Hong Xu, Hai Jin |
| 2017 | USENIX | Pricing Intra-Datacenter Networks with Over-Committed Bandwidth Guarantee. | Jian Guo, Fangming Liu, Tao Wang, John C. S. Lui |
| 2016 | IC2E | Not All Joules are Equal: Towards Energy-Efficient and Green-Aware Data Processing Frameworks. | Zhaojie Niu, Bingsheng He, Fangming Liu |
| 2016 | ICDCS | Flexible Instance: Meeting Deadlines of Delay Tolerant Jobs in the Cloud with Dynamic Pricing. | Xiaomeng Yi, Fangming Liu, Zongpeng Li, Hai Jin |
| 2016 | INFOCOM | Dynamic SDN controller assignment in data center networks: Stable matching with transfers. | Tao Wang, Fangming Liu, Jian Guo, Hong Xu |
| 2016 | IWQoS | On the performance of cloud storage applications with global measurement. | Guangyuan Wu, Fangming Liu, Haowen Tang, Keke Huang, Qixia Zhang, Zhenhua Li, Ben Y. Zhao, Hai Jin |
| 2016 | IWQoS | Demystifying the energy efficiency of Network Function Virtualization. | Zhifeng Xu, Fangming Liu, Tao Wang, Hong Xu |
| 2015 | COMPSAC | Harnessing Dynamic Interests of Crowd in Chinese Online Shopping Festivals. | Linhai He, Xia Xie, Hai Jin, Fangming Liu, Xijiang Ke |
| 2015 | ICDCS | eTrain: Making Wasted Energy Useful by Utilizing Heartbeats for Mobile Data Transmissions. | Tan Zhang, Xian Zhang, Fangming Liu, Hongkun Leng, Qian Yu, Guanfeng Liang |
| 2015 | INFOCOM | When hybrid cloud meets flash crowd: Towards cost-effective service provisioning. | Yipei Niu, Bin Luo, Fangming Liu, Jiangchuan Liu, Bo Li |
| 2015 | INFOCOM | When smart grid meets geo-distributed cloud: An auction approach to datacenter demand response. | Zhi Zhou, Fangming Liu, Zongpeng Li, Hai Jin |
| 2015 | Middleware | Zero-Cost, Fine-Grained Power Monitoring of Datacenters Using Non-Intrusive Power Disaggregation. | Guoming Tang, Weixiang Jiang, Zhifeng Xu, Fangming Liu, Kui Wu |
| 2015 | Middleware | UniDrive: Synergize Multiple Consumer Cloud Storage Services. | Haowen Tang, Fangming Liu, Guobin Shen, Yuchen Jin, Chuanxiong Guo |
| 2015 | SIGMETRICS | Pricing Bilateral Electricity Trade between Smart Grids and Hybrid Green Datacenters. | Zhi Zhou, Fangming Liu, Zongpeng Li |
| 2014 | ICDCS | Fuel Cell Generation in Geo-Distributed Cloud Services: A Quantitative Study. | Zhi Zhou, Fangming Liu, Bo Li, Baochun Li, Hai Jin, Ruolan Zou, Zhiyong Liu |
| 2014 | INFOCOM | On efficient bandwidth allocation for traffic variability in datacenters. | Jian Guo, Fangming Liu, Xiaomeng Huang, John C. S. Lui, Mi Hu, Qiao Gao, Hai Jin |
| 2014 | NOSSDAV | Server Selection and Topology Control for Multi-Party Video Conferences. | Shuopeng Zhang, Di Niu, Yaochen Hu, Fangming Liu |
| 2013 | ICDCS | SmartDPSS: Cost-Minimizing Multi-source Power Supply for Datacenters with Arbitrary Demand. | Wei Deng, Fangming Liu, Hai Jin, Chuan Wu |
| 2013 | ICNP | Falloc: Fair network bandwidth allocation in IaaS datacenters via a bargaining game approach. | Jian Guo, Fangming Liu, Haowen Tang, Yingnan Lian, Hai Jin, John C. S. Lui |
| 2013 | INFOCOM | A cooperative game based allocation for sharing data center networks. | Jian Guo, Fangming Liu, Dan Zeng, John C. S. Lui, Hai Jin |
| 2013 | INFOCOM | eTime: Energy-efficient transmission between cloud and mobile devices. | Peng Shu, Fangming Liu, Hai Jin, Min Chen, Feng Wen, Yupeng Qu, Bo Li |
| 2013 | INFOCOM | A framework for truthful online auctions in cloud computing with heterogeneous user demands. | Hong Zhang, Bo Li, Hongbo Jiang, Fangming Liu, Athanasios V. Vasilakos, Jiangchuan Liu |
| 2013 | INFOCOM | On arbitrating the power-performance tradeoff in SaaS clouds. | Zhi Zhou, Fangming Liu, Hai Jin, Bo Li, Baochun Li, Hongbo Jiang |
| 2013 | MASCOTS | Carbon-Aware Load Balancing for Geo-distributed Cloud Services. | Zhi Zhou, Fangming Liu, Yong Xu, Ruolan Zou, Hong Xu, John C. S. Lui, Hai Jin |
| 2012 | CloudCom | Lifetime or energy: Consolidating servers with reliability control in virtualized cloud datacenters. | Wei Deng, Fangming Liu, Hai Jin, Xiaofei Liao, Haikun Liu, Li Chen |
| 2012 | TrustCom | Discovering a Large Scale Internet Topology: Complementary and Contrast View. | Hao Yin, Heungsun Chang, Fangming Liu, Tongyu Zhan, Ying Zhang, Bo Li |
| 2011 | GLOBECOM | Collaborative Caching for Video Streaming among Selfish Wireless Service Providers. | Jie Dai, Bo Li, Fangming Liu, Baochun Li, Jiangchuan Liu |
| 2011 | INFOCOM | On the efficiency of collaborative caching in ISP-aware P2P networks. | Jie Dai, Bo Li, Fangming Liu, Baochun Li, Hai Jin |
| 2011 | INFOCOM | Novasky: Cinematic-quality VoD in a P2P storage cloud. | Fangming Liu, Shijun Shen, Bo Li, Baochun Li, Hao Yin, Sanli Li |
| 2009 | ICNP | Quota: Rationing Server Resources in Peer-Assisted Online Hosting Systems. | Fangming Liu, Ye Sun, Bo Li, Baochun Li |
| 2009 | INFOCOM | FS2You: Peer-Assisted Semi-Persistent Online Storage at a Large Scale. | Ye Sun, Fangming Liu, Bo Li, Baochun Li, Xinyan Zhang |
| 2009 | NOSSDAV | Peer-assisted online storage and distribution: modeling and server strategies. | Ye Sun, Fangming Liu, Bo Li, Baochun Li |
| 2008 | GLOBECOM | An Empirical Study of Flash Crowd Dynamics in a P2P-Based Live Video Streaming System. | Bo Li, Gabriel Yik Keung, Susu Xie, Fangming Liu, Ye Sun, Hao Yin |
| 2008 | Qshine | A preliminary study of information collection in a mobile sensor network. | Yueming Hu, Qing Li, Fangming Liu, Gabriel Yik Keung, Bo Li |