| 2026 | ACL | Thought-Action Graph Reasoning: Faithful and Efficient Reasoning of Large Language Models via Reusing Past Experience. | Zhixiao Qi, Feng Huang, Yunqi Zhang, Shijie Zhang, Qingqing Sun, Yongfeng Huang, Minghu Jiang, Shuai Chen, Tianyi Zhang |
| 2026 | DASFAA | Multi-agent Causal Reasoning for Suicide Ideation Detection Through Online Conversations. | Jun Li, Xiangmeng Wang, Haoyang Li, Yifei Yan, Shijie Zhang, Hong Va Leong, Ling Feng, Nancy Xiaonan Yu, Qing Li |
| 2026 | INFOCOM | JiangZiya: Dependency-aware Smart Contract Migration for Scalable Sharded Blockchains. | Cunyang Liu, Jiang Xiao, Haoyu Dong, Ru Cheng, Yifan Zhou, Shijie Zhang, Hai Jin |
| 2025 | EMNLP | HiMATE: A Hierarchical Multi-Agent Framework for Machine Translation Evaluation. | Shijie Zhang, Renhao Li, Songsheng Wang, Philipp Koehn, Min Yang, Derek F. Wong |
| 2025 | ICASSP | KCE-Unet: A novel music denoising method with KANConv ECA Unet. | Shijie Zhang, Yulun Wu, Ganghui Ru, Yi Yu, Wei Li |
| 2025 | ICDM | Speech Feature Extraction and Selection for Mental Health Analysis: Methods, Tools, and Challenges. | Qibin Sun, Shijie Zhang, Yunan Gao, Yuejin Li, Jingwei Li, Xitong Li |
| 2025 | ICDM | Mapping Research on Social Cognitive Bias in Large Language Models. | Shumin Zhang, Jingwei Li, Yunan Gao, Yuejin Li, Shijie Zhang, Xitong Li |
| 2025 | IJCNN | Alleviating Directional Bias in Non-Autoregressive Transformers. | Songsheng Wang, Yu Wan, Derek F. Wong, Shijie Zhang, Yuchu Lin, Lidia S. Chao |
| 2025 | IJCNN | Bidirectional Multitask Learning for Non-Autoregressive Machine Translation. | Songsheng Wang, Shijie Zhang, Zhihang Yuan, Dongkun Wang, Derek F. Wong |
| 2025 | ICTAI | MAGNN:A Multi-View Augmented Graph Neural Network Model for Micro-Video Vlogger Recommendation. | Jiaxin Li, Qiguo Dai, Xiaodong Duan, Linhao Chang, Shijie Zhang |
| 2025 | WSDM | DiffGraph: Heterogeneous Graph Diffusion Model. | Zongwei Li, Lianghao Xia, Hua Hua, Shijie Zhang, Shuangyang Wang, Chao Huang |
| 2024 | ECCV | TexDreamer: Towards Zero-Shot High-Fidelity 3D Human Texture Generation. | Yufei Liu, Junwei Zhu, Junshu Tang, Shijie Zhang, Jiangning Zhang, Weijian Cao, Chengjie Wang, Yunsheng Wu, Dongjin Huang |
| 2024 | ICASSP | T-Pixel2Mesh: Combining Global and Local Transformer for 3D Mesh Generation from a Single Image. | Shijie Zhang, Boyan Jiang, Keke He, Junwei Zhu, Ying Tai, Chengjie Wang, Yinda Zhang, Yanwei Fu |
| 2024 | ICDE | SharDAG: Scaling DAG-Based Blockchains Via Adaptive Sharding. | Feng Cheng, Jiang Xiao, Cunyang Liu, Shijie Zhang, Yifan Zhou, Bo Li, Baochun Li, Hai Jin |
| 2024 | SRDS | Enabling Complete Atomicity for Cross-Chain Applications Through Layered State Commitments. | Yuandi Cai, Ru Cheng, Yifan Zhou, Shijie Zhang, Jiang Xiao, Hai Jin |
| 2023 | CIKM | 3MN: Three Meta Networks for Multi-Scenario and Multi-Task Learning in Online Advertising Recommender Systems. | Yifei Zhang, Hua Hua, Hui Guo, Shuangyang Wang, Chongyu Zhong, Shijie Zhang |
| 2023 | CIKM | Out of the Box Thinking: Improving Customer Lifetime Value Modelling via Expert Routing and Game Whale Detection. | Shijie Zhang, Xin Yan, Xuejiao Yang, Binfeng Jia, Shuangyang Wang |
| 2023 | WSDM | Feature Missing-aware Routing-and-Fusion Network for Customer Lifetime Value Prediction in Advertising. | Xuejiao Yang, Binfeng Jia, Shuangyang Wang, Shijie Zhang |
| 2023 | WSDM | Federated Unlearning for On-Device Recommendation. | Wei Yuan, Hongzhi Yin, Fangzhao Wu, Shijie Zhang, Tieke He, Hao Wang |
| 2022 | ICDCS | Nezha: Exploiting Concurrency for Transaction Processing in DAG-based Blockchains. | Jiang Xiao, Shijie Zhang, Zhiwei Zhang, Bo Li, Xiaohai Dai, Hai Jin |
| 2022 | WSDM | PipAttack: Poisoning Federated Recommender Systems for Manipulating Item Promotion. | Shijie Zhang, Hongzhi Yin, Tong Chen, Zi Huang, Quoc Viet Hung Nguyen, Lizhen Cui |
| 2021 | WWW | Graph Embedding for Recommendation against Attribute Inference Attacks. | Shijie Zhang, Hongzhi Yin, Tong Chen, Zi Huang, Lizhen Cui, Xiangliang Zhang |
| 2021 | SRDS | Vassago: Efficient and Authenticated Provenance Query on Multiple Blockchains. | Rui Han, Jiang Xiao, Xiaohai Dai, Shijie Zhang, Yi Sun, Baochun Li, Hai Jin |
| 2020 | SIGIR | GCN-Based User Representation Learning for Unifying Robust Recommendation and Fraudster Detection. | Shijie Zhang, Hongzhi Yin, Tong Chen, Quoc Viet Hung Nguyen, Zi Huang, Lizhen Cui |
| 2019 | CCS | Smart Contract-based Miner Registration and Block Validation. | Shijie Zhang, Jong-Hyouk Lee |
| 2019 | IJCAI | Inferring Substitutable Products with Deep Network Embedding. | Shijie Zhang, Hongzhi Yin, Qinyong Wang, Tong Chen, Hongxu Chen, Quoc Viet Hung Nguyen |
| 2017 | IJCAI | Automatic Generation of Grounded Visual Questions. | Shijie Zhang, Lizhen Qu, Shaodi You, Zhenglu Yang, Jiawan Zhang |
| 2014 | ICIP | Underwater stereo image enhancement using a new physical model. | Shijie Zhang, Jing Zhang, Shuai Fang, Yang Cao |
| 2013 | ICDE | SuReQL: A subgraph match based relational model for large graphs. | Shijie Zhang, Jiong Yang, Boya Sun |
| 2013 | MMM | A Novel Segmentation-Based Video Denoising Method with Noise Level Estimation. | Shijie Zhang, Jing Zhang, Zhe Yuan, Shuai Fang, Yang Cao |
| 2012 | ICPR | Scalable image co-segmentation using color and covariance features. | Shijie Zhang, Wei Feng, Liang Wan, Jiawan Zhang, Jianmin Jiang |
| 2011 | CIKM | DELTA: indexing and querying multi-labeled graphs. | Jiong Yang, Shijie Zhang, Wei Jin |
| 2010 | CIKM | SUMMA: subgraph matching in massive graphs. | Shijie Zhang, Shirong Li, Jiong Yang |
| 2010 | ISSRE | Propagating Bug Fixes with Fast Subgraph Matching. | Boya Sun, Gang Shu, Andy Podgurski, Shirong Li, Shijie Zhang, Jiong Yang |
| 2010 | SSDBM | DESSIN: Mining Dense Subgraph Patterns in a Single Graph. | Shirong Li, Shijie Zhang, Jiong Yang |
| 2009 | EDBT | GADDI: distance index based subgraph matching in biological networks. | Shijie Zhang, Shirong Li, Jiong Yang |
| 2009 | ICDM | RING: An Integrated Method for Frequent Representative Subgraph Mining. | Shijie Zhang, Jiong Yang, Shirong Li |
| 2009 | WCNC | Stability analysis of XCP congestion control systems. | Zongtao Lu, Shijie Zhang |
| 2008 | CBMI | A saliency based object tracking method. | Shijie Zhang, Fred Stentiford |
| 2008 | SSDBM | RAM: Randomized Approximate Graph Mining. | Shijie Zhang, Jiong Yang |
| 2007 | ICDE | TreePi: A Novel Graph Indexing Method. | Shijie Zhang, Meng Hu, Jiong Yang |
| 2007 | ICDE | Monkey: Approximate Graph Mining Based on Spanning Trees. | Shijie Zhang, Jiong Yang, VenuMadhav Cheedella |
| 2007 | ICIP | Motion Detection using a Model of Visual Attention. | Shijie Zhang, Fred Stentiford |