| 2026 | AAAI | Double Rounding: Nearly Lossless Adaptive Bit Switching for QAT. | Haiduo Huang, Zhenhua Liu, Tian Xia, Pengju Ren |
| 2026 | AAAI | Response Attack: Exploiting Contextual Priming to Jailbreak Large Language Models. | Ziqi Miao, Lijun Li, Yuan Xiong, Zhenhua Liu, Pengyu Zhu, Jing Shao |
| 2026 | ACL | Jakiro: Boosting Speculative Decoding via Decoupled MoE. | Haiduo Huang, Fuwei Yang, Zhenhua Liu, Pengju Ren |
| 2026 | ACL | Evolutionary Guided Decoding: Iterative Value Refinement for LLMs. | Zhenhua Liu, Lijun Li, Ruizhe Chen, Yuxian Jiang, Tong Zhu, Zhaochen Su, Wenliang Chen, Jing Shao |
| 2026 | ICPR | Explicit Analytical Reconstruction and Global Geometric Constraints for Micron-Level Telecentric 3D Metrology. | Zhenhua Liu, Yuping Ye, Jixin Liang, Feifei Gu, Zhan Song |
| 2026 | INFOCOM | Rollback Is Not Undo: Path-Dependent Failures in LLM-Arbitrated Network Control. | Weici Pan, Zhenhua Liu |
| 2025 | ACL | UAQFact: Evaluating Factual Knowledge Utilization of LLMs on Unanswerable Questions. | Chuanyuan Tan, Wenbiao Shao, Hao Xiong, Tong Zhu, Zhenhua Liu, Kai Shi, Wenliang Chen |
| 2025 | COLING | Learning to Refuse: Towards Mitigating Privacy Risks in LLMs. | Zhenhua Liu, Tong Zhu, Chuanyuan Tan, Wenliang Chen |
| 2025 | MASCOTS | CAPLAI: AI-assisted Lifecycle Provisioning for GPU data centers. | Chengyi Nie, Anna Xing, Imran Latif, Zhenhua Liu |
| 2024 | ACL | Probing Language Models for Pre-training Data Detection. | Zhenhua Liu, Tong Zhu, Chuanyuan Tan, Bing Liu, Haonan Lu, Wenliang Chen |
| 2024 | CLOUD | KACE: Kernel-Aware Colocation for Efficient GPU Spatial Sharing. | Bing-Shiun Han, Tathagata Paul, Zhenhua Liu, Anshul Gandhi |
| 2024 | COLING | DiffusionDialog: A Diffusion Model for Diverse Dialog Generation with Latent Space. | Jianxiang Xiang, Zhenhua Liu, Haodong Liu, Yin Bai, Jia Cheng, Wenliang Chen |
| 2024 | ICDCS | Multi-User Entanglement Routing Design over Quantum Internets. | Yiming Zeng, Jiarui Zhang, Xiaojun Shang, Ji Liu, Zhenhua Liu, Yuanyuan Yang |
| 2024 | IWQoS | Iphicles: Tuning Parameters of Data Center Networks with Differentiable Performance Model. | Sijiang Huang, Mowei Wang, Yashe Liu, Zhenhua Liu, Yong Cui |
| 2024 | Middleware | Cannikin: Optimal Adaptive Distributed DNN Training over Heterogeneous Clusters. | Chengyi Nie, Jessica Maghakian, Zhenhua Liu |
| 2024 | SIGCOMM | NegotiaToR: Towards A Simple Yet Effective On-demand Reconfigurable Datacenter Network. | Cong Liang, Xiangli Song, Jing Cheng, Mowei Wang, Yashe Liu, Zhenhua Liu, Shizhen Zhao, Yong Cui |
| 2023 | HOTNETS | Datacenter Network Deserves Better Traffic Models. | Sijiang Huang, Lingfeng Peng, Mowei Wang, Yashe Liu, Zhenhua Liu, Xin Wang, Yong Cui |
| 2023 | ICCV | Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation. | Wenkang Shan, Zhenhua Liu, Xinfeng Zhang, Zhao Wang, Kai Han, Shanshe Wang, Siwei Ma, Wen Gao |
| 2023 | ICDCS | Energy-Aware Online Task Offloading and Resource Allocation for Mobile Edge Computing. | Yu Liu, Yingling Mao, Xiaojun Shang, Zhenhua Liu, Yuanyuan Yang |
| 2023 | ICDCS | Entanglement Routing Over Quantum Networks Using Greenberger-Horne-Zeilinger Measurements. | Yiming Zeng, Jiarui Zhang, Ji Liu, Zhenhua Liu, Yuanyuan Yang |
| 2023 | ICML | Applied Online Algorithms with Heterogeneous Predictors. | Jessica Maghakian, Russell Lee, Mohammad Hajiesmaili, Jian Li, Ramesh K. Sitaraman, Zhenhua Liu |
| 2023 | ICNP | Poster: NegotiaToR: A Simple On-Demand Reconfigurable Data Center Network. | Cong Liang, Xiangli Song, Jing Cheng, Mowei Wang, Yashe Liu, Zhenhua Liu, Liang Zhang, Yong Cui |
| 2023 | INFOCOM | Joint Task Offloading and Resource Allocation in Heterogeneous Edge Environments. | Yu Liu, Yingling Mao, Zhenhua Liu, Fan Ye, Yuanyuan Yang |
| 2023 | INFOCOM | Online Container Scheduling for Data-intensive Applications in Serverless Edge Computing. | Xiaojun Shang, Yingling Mao, Yu Liu, Yaodong Huang, Zhenhua Liu, Yuanyuan Yang |
| 2022 | CVPR | Instance-Aware Dynamic Neural Network Quantization. | Zhenhua Liu, Yunhe Wang, Kai Han, Siwei Ma, Wen Gao |
| 2022 | CVPR | Tencent-MVSE: A Large-Scale Benchmark Dataset for Multi-Modal Video Similarity Evaluation. | Zhaoyang Zeng, Yongsheng Luo, Zhenhua Liu, Fengyun Rao, Dian Li, Weidong Guo, Zhen Wen |
| 2022 | ECCV | P-STMO: Pre-trained Spatial Temporal Many-to-One Model for 3D Human Pose Estimation. | Wenkang Shan, Zhenhua Liu, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao |
| 2022 | ICDCS | Distributed and Decentralized Edge Caching in 5G Networks Using Non-Volatile Memory Systems. | Yiming Zeng, Yaodong Huang, Zhenhua Liu, Ji Liu |
| 2022 | INFOCOM | Distributed Cooperative Caching in Unreliable Edge Environments. | Yu Liu, Yingling Mao, Xiaojun Shang, Zhenhua Liu, Yuanyuan Yang |
| 2022 | INFOCOM | Enabling QoE Support for Interactive Applications over Mobile Edge with High User Mobility. | Xiaojun Shang, Yaodong Huang, Yingling Mao, Zhenhua Liu, Yuanyuan Yang |
| 2022 | INFOCOM | Multi-Entanglement Routing Design over Quantum Networks. | Yiming Zeng, Jiarui Zhang, Ji Liu, Zhenhua Liu, Yuanyuan Yang |
| 2021 | ACL | LICHEE: Improving Language Model Pre-training with Multi-grained Tokenization. | Weidong Guo, Mingjun Zhao, Lusheng Zhang, Di Niu, Jinwen Luo, Zhenhua Liu, Zhenyang Li, Jianbo Tang |
| 2021 | CISS | Leveraging Different Types of Predictors for Online Optimization (Invited Paper). | Jessica Maghakian, Russell Lee, Mohammad H. Hajiesmaili, Jian Li, Zhenhua Liu, Ramesh K. Sitaraman |
| 2021 | CVPR | Pre-Trained Image Processing Transformer. | Hanting Chen, Yunhe Wang, Tianyu Guo, Chang Xu, Yiping Deng, Zhenhua Liu, Siwei Ma, Chunjing Xu, Chao Xu, Wen Gao |
| 2021 | ICASSP | Evolutionary Quantization of Neural Networks with Mixed-Precision. | Zhenhua Liu, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao |
| 2021 | ICCSA | Understanding Drug Abuse Social Network Using Weighted Graph Neural Networks Explainer. | Zuanjie Ma, Hongming Gu, Zhenhua Liu |
| 2021 | IWQoS | Online Cloud Resource Provisioning Under Cost Budget for QoS Maximization. | Yu Liu, Niangjun Chen, Zhenhua Liu, Yuanyuan Yang |
| 2021 | Middleware | Towards optimal placement and scheduling of DNN operations with Pesto. | Ubaid Ullah Hafeez, Xiao Sun, Anshul Gandhi, Zhenhua Liu |
| 2021 | SIGCOMM | Programmable packet scheduling with a single queue. | Zhuolong Yu, Chuheng Hu, Jingfeng Wu, Xiao Sun, Vladimir Braverman, Mosharaf Chowdhury, Zhenhua Liu, Xin Jin |
| 2020 | EuroSys | AlloX: compute allocation in hybrid clusters. | Tan N. Le, Xiao Sun, Mosharaf Chowdhury, Zhenhua Liu |
| 2020 | INFOCOM | Reducing the Service Function Chain Backup Cost over the Edge and Cloud by a Self-adapting Scheme. | Xiaojun Shang, Yaodong Huang, Zhenhua Liu, Yuanyuan Yang |
| 2020 | IWQoS | Greening Reliability of Virtual Network Functions via Online Optimization. | Xiaojun Shang, Yu Liu, Yingling Mao, Zhenhua Liu, Yuanyuan Yang |
| 2020 | IWQoS | Online Distributed Edge Caching for Mobile Data Offloading in 5G Networks. | Yiming Zeng, Yaodong Huang, Zhenhua Liu, Yuanyuan Yang |
| 2019 | CISS | Online optimization in the Non-Stationary Cloud: Change Point Detection for Resource Provisioning (Invited Paper). | Jessica Maghakian, Joshua Comden, Zhenhua Liu |
| 2019 | ICDCS | Non-stationary Stochastic Network Optimization with Imperfect Estimations. | Yu Liu, Zhenhua Liu, Yuanyuan Yang |
| 2019 | ICDCS | Joint Online Edge Caching and Load Balancing for Mobile Data Offloading in 5G Networks. | Yiming Zeng, Yaodong Huang, Zhenhua Liu, Yuanyuan Yang |
| 2019 | ICPP | Network Congestion-aware Online Service Function Chain Placement and Load Balancing. | Xiaojun Shang, Zhenhua Liu, Yuanyuan Yang |
| 2019 | SIGMETRICS | Online Optimization in Cloud Resource Provisioning: Predictions, Regrets, and Algorithms. | Joshua Comden, Sijie Yao, Niangjun Chen, Haipeng Xing, Zhenhua Liu |
| 2018 | CIS | Verifiable and Authenticated Searchable Encryption Scheme with Aggregate Key in Cloud Storage. | Zhenhua Liu, Yaohui Liu |
| 2017 | SIGMETRICS | Incentivizing Reliable Demand Response with Customers' Uncertainties and Capacity Planning. | Joshua Comden, Zhenhua Liu, Yue Zhao |
| 2016 | NSDI | HUG: Multi-Resource Fairness for Correlated and Elastic Demands. | Mosharaf Chowdhury, Zhenhua Liu, Ali Ghodsi, Ion Stoica |
| 2016 | SIGMETRICS | Using Predictions in Online Optimization: Looking Forward with an Eye on the Past. | Niangjun Chen, Joshua Comden, Zhenhua Liu, Anshul Gandhi, Adam Wierman |
| 2015 | MMSP | Learning query and image similarities with listwise supervision. | Yuan Liu, Zhongchao Shi, Zhenhua Liu, Xue Li, Gang Wang |
| 2014 | SIGMETRICS | Pricing data center demand response. | Zhenhua Liu, Iris Liu, Steven H. Low, Adam Wierman |
| 2013 | SIGMETRICS | Data center demand response: avoiding the coincident peak via workload shifting and local generation. | Zhenhua Liu, Adam Wierman, Yuan Chen, Benjamin Razon, Niangjun Chen |
| 2012 | MASS | Error minimizing jammer localization through smart estimation of ambient noise. | Zhenhua Liu, Hongbo Liu, Wenyuan Xu, Yingying Chen |
| 2012 | MOBIHOC | Extracting jamming signals to locate radio interferers and jammers. | Zhenhua Liu, Hongbo Liu, Wenyuan Xu, Yingying Chen |
| 2012 | SIGMETRICS | Renewable and cooling aware workload management for sustainable data centers. | Zhenhua Liu, Yuan Chen, Cullen E. Bash, Adam Wierman, Daniel Gmach, Zhikui Wang, Manish Marwah, Chris Hyser |
| 2011 | ICDCS | Localizing Multiple Jamming Attackers in Wireless Networks. | Hongbo Liu, Zhenhua Liu, Yingying Chen, Wenyuan Xu |
| 2011 | SIGMETRICS | Greening geographical load balancing. | Zhenhua Liu, Minghong Lin, Adam Wierman, Steven H. Low, Lachlan L. H. Andrew |
| 2010 | DCOSS | Wireless Jamming Localization by Exploiting Nodes' Hearing Ranges. | Zhenhua Liu, Hongbo Liu, Wenyuan Xu, Yingying Chen |
| 2009 | PERCOM | Localizing Jammers in Wireless Networks. | Hongbo Liu, Wenyuan Xu, Yingying Chen, Zhenhua Liu |
| 2008 | GLOBECOM | An Asymptotically Minimal Node-Degree Topology for Load-Balanced Architectures. | Zhenhua Liu, Xiaoping Zhang, Youjian Zhao, Hong-Tao Guan |
| 2008 | ProvSec | Secure Proxy Multi-signature Scheme in the Standard Model. | Zhenhua Liu, Yupu Hu, Hua Ma |
| 2007 | APSCC | Resource Availability Evaluation in Service Grid Environment. | Zhoujun Hu, Zhigang Hu, Zhenhua Liu |
| 2006 | EUC | An Identity-Based Signcryption Scheme with Short Ciphertext from Pairings. | Huiyan Chen, Shuwang L, Zhenhua Liu, Qing Chen |
| 2005 | IGARSS | The study of the combining finite element with genetic algorithms method for soil moisture. | Zhenhua Liu, Yingshi Zhao, Xia Zhou |
| 2004 | IGARSS | Cloud detection and analysis of MODIS image. | Xiaoning Song, Zhenhua Liu, Yingshi Zhao |
| 2004 | IGARSS | A simplified surface albedo inverse model with MODIS data. | Zhenhua Liu, Yingshi Zhao, Xiaoning Song |
| 2003 | ICICS | A Simple Anonymous Fingerprinting Scheme Based on Blind Signature. | Yan Wang, Shuwang L, Zhenhua Liu |