Ji-Dong Zhai

Most-cited papers

GLM-130B: An Open Bilingual Pre-trained Model
Ao-Han Zeng, Xiao Liu, Zheng-Xiao Du, Zi-Han Wang +15 more
2022International Conference on Learning Representations1,311 citations Open access
Semantic Scholar
GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models
GLM-4.5 Team Aohan Zeng, Xin Lv, Qinkai Zheng, Zhen-Yu Hou +166 more
2025arXiv.org493 citations
Semantic Scholar
FasterMoE: modeling and optimizing training of large-scale dynamic pre-trained models
Jiaao He, Ji-Dong Zhai, Tiago Antunes, Haojie Wang +3 more
2022ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming193 citations Open access
Semantic Scholar
FastMoE: A Fast Mixture-of-Expert Training System
Jiaao He, Jie-Zhong Qiu, Ao-Han Zeng, Zhi-Lin Yang +2 more
2021arXiv.org166 citations
Semantic Scholar
SmartMoE: Efficiently Training Sparsely-Activated Models through Combining Offline and Online Parallelization
Ming-Shu Zhai, Jiaao He, Zi-Xuan Ma, Zan Zong +2 more
2023USENIX Annual Technical Conference104 citations
Semantic Scholar
AStitch: enabling a new multi-dimensional optimization space for memory-intensive ML training and inference on modern SIMT architectures
Zhen Zheng, Xuanda Yang, Pengzhan Zhao, Guoping Long +8 more
2022International Conference on Architectural Support for Programming Languages and Operating Systems104 citations
Semantic Scholar
Understanding and bridging the gaps in current GNN performance optimizations
Kezhao Huang, Ji-Dong Zhai, Zhen Zheng, Youngmin Yi +1 more
2021ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming104 citations Open access
Semantic Scholar
GraphPi: High Performance Graph Pattern Matching through Effective Redundancy Elimination
Tianhui Shi, Ming-Shu Zhai, Yi Xu, Ji-Dong Zhai
2020International Conference for High Performance Computing, Networking, Storage and Analysis104 citations Open access
Semantic Scholar
POCLib: A High-Performance Framework for Enabling Near Orthogonal Processing on Compression
Feng Zhang, Ji-Dong Zhai, Xi-Peng Shen, Onur Mutlu +1 more
2022IEEE Transactions on Parallel and Distributed Systems87 citations
Semantic Scholar
Breaking the Edge: Enabling Efficient Neural Network Inference on Integrated Edge Devices
Feng Zhang, Chenyang Zhang, Jia-Wei Guan, Qiangjun Zhou +5 more
2025IEEE Transactions on Cloud Computing85 citations
Semantic Scholar
PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections
Haojie Wang, Ji-Dong Zhai, Mingyu Gao, Zi-Xuan Ma +6 more
2021USENIX Symposium on Operating Systems Design and Implementation83 citations
Semantic Scholar
TADOC: Text analytics directly on compression
Feng Zhang, Ji-Dong Zhai, Xi-Peng Shen, Dalin Wang +4 more
2020The VLDB journal80 citations Open access
Semantic Scholar
BaGuaLu: targeting brain scale pretrained models with over 37 million cores
Zi-Xuan Ma, Jiaao He, Jie-Zhong Qiu, Huan Cao +21 more
2022ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming66 citations Open access
Semantic Scholar
HyQuas: hybrid partitioner based quantum circuit simulation system on GPU
Chen Zhang, Ze-Yu Song, Haojie Wang, Kai-Yuan Rong +1 more
2021International Conference on Supercomputing55 citations Open access
Semantic Scholar
Efficient Document Analytics on Compressed Data: Method, Challenges, Algorithms, Insights
Feng Zhang, Ji-Dong Zhai, Xi-Peng Shen, Onur Mutlu +1 more
2018Proceedings of the VLDB Endowment52 citations
Semantic Scholar
CompressDB: Enabling Efficient Compressed Data Direct Processing for Various Databases
Feng Zhang, Weitao Wan, Chenyang Zhang, Ji-Dong Zhai +3 more
2022SIGMOD Conference50 citations
Semantic Scholar
Suppressing ZZ crosstalk of Quantum computers through pulse and scheduling co-optimization
Lei Xie, Ji-Dong Zhai, Zhenxing Zhang, J. Allcock +2 more
2022International Conference on Architectural Support for Programming Languages and Operating Systems47 citations Open access
Semantic Scholar
An Efficient Parallel Secure Machine Learning Framework on GPUs
Feng Zhang, Zheng Chen, Chenyang Zhang, A. Zhou +2 more
2021IEEE Transactions on Parallel and Distributed Systems47 citations
Semantic Scholar
Privacy Regulation Aware Process Mapping in Geo-Distributed Cloud Data Centers
A. Zhou, Yao Xiao, Yifan Gong, Bing-Sheng He +2 more
2019IEEE Transactions on Parallel and Distributed Systems39 citations
Semantic Scholar
BitFlow: Exploiting Vector Parallelism for Binary Neural Networks on CPU
Yu-Wei Hu, Ji-Dong Zhai, Dinghua Li, Yifan Gong +4 more
2018IEEE International Parallel and Distributed Processing Symposium39 citations
Semantic Scholar
GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation
Lun-Yiu Nie, S. Cao, Jiaxin Shi, Jiuding Sun +4 more
2022Conference on Empirical Methods in Natural Language Processing38 citations Open access
Semantic Scholar
Automatic, Application-Aware I/O Forwarding Resource Allocation
Xu Ji, Bin Yang, Tianyu Zhang, Xiao-Song Ma +6 more
2019USENIX Conference on File and Storage Technologies38 citations
Semantic Scholar
End-to-end I/O Monitoring on a Leading Supercomputer
Bin Yang, Xu Ji, Xiao-Song Ma, Xi-Yang Wang +8 more
2019Symposium on Networked Systems Design and Implementation37 citations
Semantic Scholar
CompressGraph: Efficient Parallel Graph Analytics with Rule-Based Compression
Zheng Chen, Feng Zhang, Jia-Wei Guan, Ji-Dong Zhai +4 more
2023Proc. ACM Manag. Data33 citations
Semantic Scholar
Exploring Data Analytics Without Decompression on Embedded GPU Systems
Zaifeng Pan, Feng Zhang, Yanliang Zhou, Ji-Dong Zhai +3 more
2022IEEE Transactions on Parallel and Distributed Systems33 citations
Semantic Scholar
G-TADOC: Enabling Efficient GPU-Based Text Analytics without Decompression
Feng Zhang, Zaifeng Pan, Yanliang Zhou, Ji-Dong Zhai +3 more
2021IEEE International Conference on Data Engineering33 citations Open access
Semantic Scholar
Zwift: A Programming Framework for High Performance Text Analytics on Compressed Data
Feng Zhang, Ji-Dong Zhai, Xi-Peng Shen, Onur Mutlu +1 more
2018International Conference on Supercomputing33 citations
Semantic Scholar
A comprehensive taxonomy of prompt engineering techniques for large language models
Yao-Yang Liu, Zheng Zheng, Feng Zhang, Jingyuan Feng +5 more
2025Frontiers of Computer Science31 citations Open access
Semantic Scholar
Periodic Weather-Aware LSTM With Event Mechanism for Parking Behavior Prediction
Feng Zhang, Yani Liu, Ningxuan Feng, Cheng Yang +6 more
2021IEEE Transactions on Knowledge and Data Engineering31 citations
Semantic Scholar
AIPerf: Automated machine learning as an AI-HPC benchmark
Zhi-Xiang Ren, Yongheng Liu, Tianhui Shi, Lei Xie +5 more
2020Big Data Mining and Analytics31 citations Open access
Semantic Scholar
Cocktailer: Analyzing and Optimizing Dynamic Control Flow in Deep Learning
Chen Zhang, Ling-Xiao Ma, Ji-Long Xue, Yining Shi +5 more
2023USENIX Symposium on Operating Systems Design and Implementation30 citations
Semantic Scholar
BladeDISC: Optimizing Dynamic Shape Machine Learning Workloads via Compiler Approach
Zhen Zheng, Zaifeng Pan, Dalin Wang, Kai Zhu +9 more
2023Proc. ACM Manag. Data28 citations Open access
Semantic Scholar
Collaborative Heterogeneity-Aware OS Scheduler for Asymmetric Multicore Processors
Teng Yu, Runxin Zhong, V. Janjić, Pavlos Petoumenos +3 more
2021IEEE Transactions on Parallel and Distributed Systems27 citations Open access
Semantic Scholar
Exploring Query Processing on CPU-GPU Integrated Edge Device
Jiesong Liu, Feng Zhang, Hourun Li, Dalin Wang +4 more
2022IEEE Transactions on Parallel and Distributed Systems25 citations
Semantic Scholar
Enabling Efficient Random Access to Hierarchically-Compressed Data
Feng Zhang, Ji-Dong Zhai, Xi-Peng Shen, Onur Mutlu +1 more
2020IEEE International Conference on Data Engineering24 citations
Semantic Scholar
Mitigating Crosstalk in Quantum Computers through Commutativity-Based Instruction Reordering
Lei Xie, Ji-Dong Zhai, Wei-Min Zheng
2021Design Automation Conference23 citations
Semantic Scholar
FreshGNN: Reducing Memory Access via Stable Historical Embeddings for Graph Neural Network Training
Kezhao Huang, Haitian Jiang, Minjie Wang, Guang-Xuan Xiao +6 more
2023Proceedings of the VLDB Endowment22 citations Open access
Semantic Scholar
Breast cancer pre-clinical screening using infrared thermography and artificial intelligence: a prospective, multicentre, diagnostic accuracy cohort study
Xuefei Wang, Kuan-Yen Chou, Guo-Chao Zhang, Zhichao Zuo +23 more
2023International Journal of Surgery22 citations Open access
Semantic Scholar
EINNET: Optimizing Tensor Programs with Derivation-Based Transformations
Liyan Zheng, Haojie Wang, Ji-Dong Zhai, Mu-Yan Hu +7 more
2023USENIX Symposium on Operating Systems Design and Implementation22 citations
Semantic Scholar
UniQ: A Unified Programming Model for Efficient Quantum Circuit Simulation
Chen Zhang, Haojie Wang, Zi-Xuan Ma, Lei Xie +2 more
2022International Conference for High Performance Computing, Networking, Storage and Analysis22 citations
Semantic Scholar
FreeTensor: a free-form DSL with holistic optimizations for irregular tensor programs
Shizhi Tang, Ji-Dong Zhai, Haojie Wang, Lin Jiang +3 more
2022ACM-SIGPLAN Symposium on Programming Language Design and Implementation21 citations Open access
Semantic Scholar
An adaptive breadth-first search algorithm on integrated architectures
Feng Zhang, Heng Lin, Ji-Dong Zhai, Jie Cheng +4 more
2018Journal of Supercomputing21 citations
Semantic Scholar
Optimal Kernel Orchestration for Tensor Programs with Korch
Mu-Yan Hu, Ashwin Venkatram, Shreyashri Biswas, Balamurugan Marimuthu +7 more
2024International Conference on Architectural Support for Programming Languages and Operating Systems20 citations Open access
Semantic Scholar
Automatic Irregularity-Aware Fine-Grained Workload Partitioning on Integrated Architectures
Feng Zhang, Ji-Dong Zhai, Bo Wu, Bing-Sheng He +2 more
2021IEEE Transactions on Knowledge and Data Engineering20 citations Open access
Semantic Scholar
Elan: Towards Generic and Efficient Elastic Training for Deep Learning
Lei Xie, Ji-Dong Zhai, Baodong Wu, Yuanbo Wang +3 more
2020IEEE International Conference on Distributed Computing Systems20 citations
Semantic Scholar
Statistical Analysis and Prediction of Parking Behavior
Ningxuan Feng, Feng Zhang, Jiazao Lin, Ji-Dong Zhai +1 more
2019IFIP International Conference on Network and Parallel Computing20 citations Open access
Semantic Scholar
Message Passing Optimization in Robot Operating System
Ziyue Jiang, Yifan Gong, Ji-Dong Zhai, Yu-Ping Wang +3 more
2019International journal of parallel programming19 citations
Semantic Scholar
HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search
Qian Xu, Feng Zhang, Chengxi Li, Lei Cao +3 more
2025Proc. ACM Manag. Data18 citations Open access
Semantic Scholar
PewLSTM: Periodic LSTM with Weather-Aware Gating Mechanism for Parking Behavior Prediction
Feng Zhang, Ningxuan Feng, Yani Liu, Cheng Yang +5 more
2020International Joint Conference on Artificial Intelligence18 citations Open access
Semantic Scholar
Spindle: Informed Memory Access Monitoring
Haojie Wang, Ji-Dong Zhai, Xiongchao Tang, Bowen Yu +2 more
2018USENIX Annual Technical Conference18 citations
Semantic Scholar