Improving the End-to-End Efficiency of Offline Inference for Multi-LLM Applications Based on Sampling and Simulation - Jingzhi Fang; Yanyan Shen; Yue Wang; Lei Chen (CoRR, 2025)

DIDS: Domain Impact-aware Data Sampling for Large Language Model Training - Weijie Shi; Jipeng Zhang; Yaguang Wu; Jingzhi Fang; Ruiyuan Zhang; Jiajie Xu; Jia Zhu; Hao Chen; Yao Zhao; Sirui Han; Xiaofang Zhou (CoRR, 2025)

Semantic-guided Diverse Decoding for Large Language Model - Weijie Shi; Yue Cui; Yaguang Wu; Jingzhi Fang; Shibo Zhang; Mengze Li; Sirui Han; Jia Zhu; Jiajie Xu; Xiaofang Zhou (CoRR, 2025)

STile: Searching Hybrid Sparse Formats for Sparse Deep Learning Operators Automatically - Jingzhi Fang; Yanyan Shen; Yue Wang; Lei Chen (Proc. ACM Manag. Data, 2024)

Efficient Training of Graph Neural Networks on Large Graphs - Yanyan Shen; Lei Chen; Jingzhi Fang; Xin Zhang; Shihong Gao; Hongbo Yin (Proc. VLDB Endow., 2024)

A Probabilistic Logic for Causal Counterfactuals - Jingzhi Fang (The Connectives in Logic and Language - 4th Tsinghua Interdisciplinary Workshop on Logic, Language, and Meaning, TLLM 2024, Beijing, China, March 29-31, 2024, Revised Selected Papers, 2024)

A Characterization of Lewisian Causal Models - Jingzhi Fang; Jiji Zhang (Logic, Rationality, and Interaction - 9th International Workshop, LORI 2023, Jinan, China, October 26-29, 2023, Proceedings, 2023)

ETO: Accelerating Optimization of DNN Operators by High-Performance Tensor Program Reuse - Jingzhi Fang; Yanyan Shen; Yue Wang; Lei Chen (Proc. VLDB Endow., 2021)

Two-sided online bipartite matching in spatial data: experiments and analysis - Yiming Li; Jingzhi Fang; Yuxiang Zeng; Balz Maag; Yongxin Tong; Lingyu Zhang (GeoInformatica, 2020)

Optimizing DNN Computation Graph using Graph Substitutions - Jingzhi Fang; Yanyan Shen; Yue Wang; Lei Chen (Proc. VLDB Endow., 2020)

A Detection Algorithm of Giant Panda in Wild Video Image Based on Wavelet-SSD Network - Jingzhi Fang; Hengyi Yang; Peng Chen; Chenyang Wang; Shaoxiang Hu (2020 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2020, Toronto, ON, Canada, October 11-14, 2020, 2020)

Spatial Bottleneck Minimum Task Assignment with Time-Delay - Long Li; Jingzhi Fang; Bowen Du; Weifeng Lv (Database Systems for Advanced Applications - 24th International Conference, DASFAA 2019, Chiang Mai, Thailand, April 22-25, 2019, Proceedings, Part III, and DASFAA 2019 International Workshops: BDMS, BDQM, and GDMA, Chiang Mai, Thailand, April 22-25, 2019, Proceedings, 2019)