| 2026 | AAAI | REMISVFU: Vertical Federated Unlearning via Representation Misdirection for Intermediate Output Feature. | Wenhan Wu, Zhili He, Huanghuang Liang, Yili Gong, Jiawei Jiang, Chuang Hu, Dazhao Cheng |
| 2026 | INFOCOM | Nexus: Communication-Aware Role Differentiation for Adaptive Multi-Robot Exploration. | Rui Ge, Huanghuang Liang, Zheng Gong, Zhilong Zhang, Jianqi Ma, Chuang Hu, Xiaobo Zhou, Dazhao Cheng |
| 2026 | PPoPP | JanusQuant: Accurate and Efficient 2-bit KV Cache Quantization for Long-Context Inference. | Chengyu Sun, Yaqi Xia, Hulin Wang, Donglin Yang, Xiaobo Zhou, Dazhao Cheng |
| 2025 | CHI | Understanding the Challenges Students Face in Non-English Programming Environments Due to the Programming Language Transition: A Case Study of Keywords in the Chinese Version of Scratch. | Siyu Wang, Janice Jianing Si, Huanghuang Liang, Chuang Hu, Yujun Zhu, Xiaobo Zhou, Kanye Ye Wang, Dazhao Cheng |
| 2025 | ICDE | Defending against Attribute Inference Attacks in Post-Training of Recommendation Systems via Unlearning. | Wenhan Wu, Yili Gong, Jiawei Jiang, Chuang Hu, Xiaobo Zhou, Dazhao Cheng |
| 2025 | ICPADS | User-Aware Critical Thread Identification and Proactive CPU Governing on Mobile Devices. | Jiahao Qiu, Yuezhi Che, Dazhao Cheng |
| 2025 | IJCAI | Zero-shot Federated Unlearning via Transforming from Data-Dependent to Personalized Model-Centric. | Wenhan Wu, Huanghuang Liang, Jingling Yuan, Jiawei Jiang, Kanye Ye Wang, Chuang Hu, Xiaobo Zhou, Dazhao Cheng |
| 2025 | MICRO | COSMOS: RL-Enhanced Locality-Aware Counter Cache Optimization for Secure Memory. | Haoran Geng, Xiaoyang Lu, Yuezhi Che, Ziang Tian, Dazhao Cheng, Xian-He Sun, Michael T. Niemier, X. Sharon Hu |
| 2025 | NPC | FedSM: A Federated Spectrum Management Architecture for 6G Network. | Jinqi Yan, Zhili He, Chuang Hu, Dazhao Cheng |
| 2025 | PPoPP | Harnessing Inter-GPU Shared Memory for Seamless MoE Communication-Computation Fusion. | Hulin Wang, Yaqi Xia, Donglin Yang, Xiaobo Zhou, Dazhao Cheng |
| 2025 | WWW | Intelligent Welding System for Aluminum Coils by Adaptive Path Planning with Real-world Dataset. | Xiaowei Huang, Huanghuang Liang, Zhili He, Sihan Feng, Jiawei Jiang, Kanye Ye Wang, Chuang Hu, Dazhao Cheng |
| 2025 | SC | MXBLAS: Accelerating 8-bit Deep Learning with a Unified Micro-Scaled GEMM Library. | Weihu Wang, Yaqi Xia, Donglin Yang, Xiaobo Zhou, Dazhao Cheng |
| 2025 | SC | HyTiS: Hybrid Tile Scheduling for GPU GEMM with Enhanced Wave Utilization and Cache Locality. | Zheng Zhang, Hulin Wang, Hongming Xu, Donglin Yang, Xiaobo Zhou, Dazhao Cheng |
| 2025 | USENIX | Voltrix: Sparse Matrix-Matrix Multiplication on Tensor Cores with Asynchronous and Balanced Kernel Optimization. | Yaqi Xia, Weihu Wang, Donglin Yang, Xiaobo Zhou, Dazhao Cheng |
| 2024 | ECAI | Diversifying the Mixture-of-Experts Representation for Language Models with Orthogonal Optimizer. | Boan Liu, Liang Ding, Li Shen, Keqin Peng, Yu Cao, Dazhao Cheng, Dacheng Tao |
| 2024 | HPCC | Federated Learning with Autonomous Clients on non-IID Data: A Group Collaboration Approach. | Yan Gong, Chuang Hu, Sio Hong Teng, Yili Gong, Dazhao Cheng |
| 2024 | HPCC | Diffindo: Accelerating Distributed GANs with Auxiliary Generators and Discriminators. | Xiaoming Han, Boan Liu, Dazhao Cheng |
| 2024 | ICA3PP | Finestra: Multi-aggregator Swarm Learning for Gradient Leakage Defense. | Hangkit Choi, Junxuan Liao, Yuming Xiong, Yili Gong, Chuang Hu, Dazhao Cheng |
| 2024 | NPC | JediGAN: A Fully Decentralized Training of GAN with Adaptive Discriminator Averaging and Generator Selection. | Xiaoming Han, Boan Liu, Dazhao Cheng |
| 2024 | SC | Accelerating Distributed DLRM Training with Optimized TT Decomposition and Micro-Batching. | Weihu Wang, Yaqi Xia, Donglin Yang, Xiaobo Zhou, Dazhao Cheng |
| 2024 | SC | Scaling New Heights: Transformative Cross-GPU Sampling for Training Billion-Edge Graphs. | Yaqi Xia, Donglin Yang, Xiaobo Zhou, Dazhao Cheng |
| 2024 | SC | MCFuser: High-Performance and Rapid Fusion of Memory-Bound Compute-Intensive Operators. | Zheng Zhang, Donglin Yang, Xiaobo Zhou, Dazhao Cheng |
| 2024 | USENIX | Expeditious High-Concurrency MicroVM SnapStart in Persistent Memory with an Augmented Hypervisor. | Xingguo Pang, Yanze Zhang, Liu Liu, Dazhao Cheng, Chengzhong Xu, Xiaobo Zhou |
| 2023 | HPDC | Redundancy-Free High-Performance Dynamic GNN Training with Hierarchical Pipeline Parallelism. | Yaqi Xia, Zheng Zhang, Hulin Wang, Donglin Yang, Xiaobo Zhou, Dazhao Cheng |
| 2022 | CCGRID | VCSR: Mutable CSR Graph Format Using Vertex-Centric Packed Memory Array. | Abdullah Al Raqibul Islam, Dong Dai, Dazhao Cheng |
| 2022 | ICPP | Spread: Decentralized Model Aggregation for Scalable Federated Learning. | Chuang Hu, Huanghuang Liang, Xiao Ming Han, Boan Liu, Dazhao Cheng, Dan Wang |
| 2021 | CLUSTER | Tackling Cold Start of Serverless Applications by Efficient and Adaptive Container Runtime Reusing. | Kun Suo, Junggab Son, Dazhao Cheng, Wei Chen, Sabur Baidya |
| 2020 | CLUSTER | Data Life Aware Model Updating Strategy for Stream-based Online Deep Learning. | Wei Rang, Donglin Yang, Dazhao Cheng, Kun Suo, Wei Chen |
| 2020 | HPDC | Efficient GPU Memory Management for Nonlinear DNNs. | Donglin Yang, Dazhao Cheng |
| 2020 | Middleware | Mitigating Stragglers in the Decentralized Training on Heterogeneous Clusters. | Donglin Yang, Wei Rang, Dazhao Cheng |
| 2020 | PPoPP | waveSZ: a hardware-algorithm co-design of efficient lossy compression for scientific data. | Jiannan Tian, Sheng Di, Chengming Zhang, Xin Liang, Sian Jin, Dazhao Cheng, Dingwen Tao, Franck Cappello |
| 2020 | SIGCOMM | Tackling Cold Start in Serverless Computing with Container Runtime Reusing. | Kun Suo, Yong Shi, Xiaohua Xu, Dazhao Cheng, Wei Chen |
| 2018 | ICPP | Reference-distance Eviction and Prefetching for Cache Management in Spark. | Tiago B. G. Perez, Xiaobo Zhou, Dazhao Cheng |
| 2018 | ICPP | Joint Optimization of MapReduce Scheduling and Network Policy in Hierarchical Clouds. | Donglin Yang, Wei Rang, Dazhao Cheng |
| 2017 | INFOCOM | Adaptive scheduling of parallel jobs in spark streaming. | Dazhao Cheng, Yuan Chen, Xiaobo Zhou, Daniel Gmach, Dejan S. Milojicic |
| 2015 | ICDCS | Towards Energy Efficiency in Heterogeneous Hadoop Clusters by Adaptive Task Assignment. | Dazhao Cheng, Palden Lama, Changjun Jiang, Xiaobo Zhou |
| 2015 | INFOCOM | StoreApp: A shared storage appliance for efficient and scalable virtualized Hadoop clusters. | Yanfei Guo, Jia Rao, Dazhao Cheng, Changjun Jiang, Cheng-Zhong Xu, Xiaobo Zhou |
| 2014 | Middleware | Improving MapReduce performance in heterogeneous environments with adaptive task tuning. | Dazhao Cheng, Jia Rao, Yanfei Guo, Xiaobo Zhou |
| 2013 | MASCOTS | Self-Tuning Batching with DVFS for Improving Performance and Energy Efficiency in Servers. | Dazhao Cheng, Yanfei Guo, Xiaobo Zhou |