| 2026 | SIGIR | Attend to Fragments: How Key Information Affects Large Language Models for Factual Inconsistency Detection. | Xindi Guo, Zhen Xie, Patrick H. Chen |
| 2025 | EMNLP | ChartM³: A Multi-Stage Code-Driven Pipeline for Constructing Multi-Dimensional and Multi-Step Visual Reasoning Data in Chart Comprehension. | Duo Xu, Hao Cheng, Xin Lin, Zhen Xie, Hao Henry Wang |
| 2025 | ICCV | AirCache: Activating Inter-Modal Relevancy KV Cache Compression for Efficient Large Vision-Language Model Inference. | Kai Huang, Hao Zou, Bochen Wang, Ye Xi, Zhen Xie, Hao Wang |
| 2025 | ICDE | StreamSC: A Learning-Based Framework for Efficient Subgraph Counting in Stream Graphs. | Zhen Xie, Xiang Zhao |
| 2025 | ICS | Cherry: Breaking the GPU Memory Wall for Large-Scale GNN Training via Micro-Batching. | Yan Wang, Qinghua Guo, Haoran Kong, Kai Sheng, Zhen Xie, Hao Chen, Weile Jia, Dingwen Tao, Xin He |
| 2024 | CVPR | CityLLaVA: Efficient Fine-Tuning for VLMs in City Scenario. | Zhizhao Duan, Hao Cheng, Duo Xu, Xi Wu, Xiangxie Zhang, Xi Ye, Zhen Xie |
| 2024 | ECCV | IVTP: Instruction-Guided Visual Token Pruning for Large Vision-Language Models. | Kai Huang, Hao Zou, Ye Xi, Bochen Wang, Zhen Xie, Liang Yu |
| 2024 | HPDC | CereSZ: Enabling and Scaling Error-bounded Lossy Compression on Cerebras CS-2. | Shihui Song, Yafan Huang, Peng Jiang, Xiaodong Yu, Weijian Zheng, Sheng Di, Qinglei Cao, Yunhe Feng, Zhen Xie, Franck Cappello |
| 2024 | PRICAI | SCBC: A Supervised Single-Cell Classification Method Based on Batch Correction for ATAC-Seq Data. | Jiawei Hai, Zhen Xie, Na Liu, Ye Yuan |
| 2024 | SIGMETRICS | Thorough Characterization and Analysis of Large Transformer Model Training At-Scale. | Scott Cheng, Jun-Liang Lin, Murali Emani, Siddhisanket Raskar, Sam Foreman, Zhen Xie, Venkatram Vishwanath, Mahmut T. Kandemir |
| 2024 | USENIX | Centimani: Enabling Fast AI Accelerator Selection for DNN Training with a Novel Performance Predictor. | Zhen Xie, Murali Emani, Xiaodong Yu, Dingwen Tao, Xin He, Pengfei Su, Keren Zhou, Venkatram Vishwanath |
| 2023 | EuroPar | TrainBF: High-Performance DNN Training Engine Using BFloat16 on AI Accelerators. | Zhen Xie, Siddhisanket Raskar, Murali Emani, Venkatram Vishwanath |
| 2023 | ICRA | TransRSS: Transformer-based Radar Semantic Segmentation. | Hao Zou, Zhen Xie, Jiarong Ou, Yutao Gao |
| 2023 | IECON | Universal Inverter Nonlinearity Compensator for PMSM Sensorless Control. | Junkai Wen, Xin Yuan, Zhen Xie |
| 2023 | IECON | Deep Learning LSTM-Based Slip Detection for Robotic Grasping. | Zhen Xie, Teerawat Piriyatharawet, Canale Roberto |
| 2023 | PPoPP | Transfer Learning Across Heterogeneous Features For Efficient Tensor Program Generation. | Gaurav Verma, Siddhisanket Raskar, Zhen Xie, Abid M. Malik, Murali Emani, Barbara M. Chapman |
| 2023 | PPoPP | Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness. | Zhen Xie, Jie Liu, Jiajia Li, Dong Li |
| 2023 | SC | Benchmarking and In-depth Performance Study of Large Language Models on Habana Gaudi Processors. | Chengming Zhang, Baixi Sun, Xiaodong Yu, Zhen Xie, Weijian Zheng, Kamil A. Iskra, Pete Beckman, Dingwen Tao |
| 2023 | SC | HPC-GPT: Integrating Large Language Model for High-Performance Computing. | Xianzhong Ding, Le Chen, Murali Emani, Chunhua Liao, Pei-Hung Lin, Tristan Vanderbruggen, Zhen Xie, Alberto Cerpa, Wan Du |
| 2022 | CVPR | City-Scale Multi-Camera Vehicle Tracking based on Space-Time-Appearance Features. | Hui Yao, Zhizhao Duan, Zhen Xie, Jingbo Chen, Xi Wu, Duo Xu, YuTao Gao |
| 2022 | PPoPP | LB-HM: load balance-aware data placement on heterogeneous memory for task-parallel HPC applications. | Zhen Xie, Jie Liu, Sam Ma, Jiajia Li, Dong Li |
| 2021 | EuroSys | Tahoe: tree structure-aware high performance inference engine for decision tree ensemble on GPU. | Zhen Xie, Wenqian Dong, Jiawen Liu, Hang Liu, Dong Li |
| 2021 | ICS | Enabling energy-efficient DNN training on hybrid GPU-FPGA accelerators. | Xin He, Jiawen Liu, Zhen Xie, Hao Chen, Guoyang Chen, Weifeng Zhang, Dong Li |
| 2021 | ICS | MD-HM: memoization-based molecular dynamics simulations on big memory system. | Zhen Xie, Wenqian Dong, Jie Liu, Ivy Bo Peng, Yanbao Ma, Dong Li |
| 2020 | ECCV | VisDrone-MOT2020: The Vision Meets Drone Multiple Object Tracking Challenge Results. | Heng Fan, Dawei Du, Longyin Wen, Pengfei Zhu, Qinghua Hu, Haibin Ling, Mubarak Shah, Junwen Pan, Arne Schumann, Bin Dong, Daniel Stadler, Duo Xu, Filiz Bunyak, Guna Seetharaman, Guizhong Liu, V. Haritha, Hrishikesh P. S, Jie Han, Kannappan Palaniappan, Kaojin Zhu, Lars Wilko Sommer, Libo Zhang, Linu Shine, Min Yao, Noor M. Al-Shakarji, Shengwen Li, Ting Sun, Wang Sai, Wentao Yu, Xi Wu, Xiaopeng Hong, Xing Wei, Xingjie Zhao, Yanyun Zhao, Yihong Gong, Yuehan Yao, Yuhang He, Zhaoze Zhao, Zhen Xie, Zheng Yang, Zhenyu Xu, Zhipeng Luo, Zhizhao Duan |
| 2020 | HPCC | Lightweight Proofs of Storage with Public Verifiability from Lattices. | Miaomiao Tian, Zhen Xie, Hong Zhong, Zhili Chen |
| 2020 | ICASSP | SSTNet: Detecting Manipulated Faces Through Spatial, Steganalysis and Temporal Features. | Xi Wu, Zhen Xie, YuTao Gao, Yu Xiao |
| 2020 | SC | Smart-PGSim: using neural network to accelerate AC-OPF power grid simulation. | Wenqian Dong, Zhen Xie, Gokcen Kestor, Dong Li |
| 2019 | CBMS | Rule-Based Method to Develop Question-Answer Dataset from Chest X-Ray Reports. | Jie Wang, Hairong Lv, Rui Jiang, Zhen Xie |
| 2019 | CBMS | Instance Segmentation of Anatomical Structures in Chest Radiographs. | Jie Wang, Zhigang Li, Rui Jiang, Zhen Xie |
| 2019 | ICS | IA-SpGEMM: an input-aware auto-tuning framework for parallel sparse matrix-matrix multiplication. | Zhen Xie, Guangming Tan, Weifeng Liu, Ninghui Sun |
| 2019 | SC | Adaptive neural network-based approximation to accelerate eulerian fluid simulation. | Wenqian Dong, Jie Liu, Zhen Xie, Dong Li |
| 2016 | ACSAC | You can promote, but you can't hide: large-scale abused app detection in mobile app stores. | Zhen Xie, Sencun Zhu, Qing Li, Wenjing Wang |
| 2016 | ICPADS | Modeling Traffic of Big Data Platform for Large Scale Datacenter Networks. | Zhen Xie, Zheng Cao, Zhan Wang, Dawei Zang, En Shao, Ninghui Sun |