| 2026 | AAAI | ERank: Fusing Supervised Fine-Tuning and Reinforcement Learning for Effective and Efficient Text Reranking. | Yuzheng Cai, Yanzhao Zhang, Dingkun Long, Mingxin Li, Pengjun Xie, Weiguo Zheng |
| 2026 | ICDE | Unveiling Semantically Cohesive Structures: Maximal Meta-Path Clique Enumeration in Heterogeneous Graphs. | Tao Yu, Wen Deng, Weiguo Zheng, Jeffrey Xu Yu |
| 2026 | PAKDD | Graph-Based Diffusion Enables Interface-Aware Sequence-Structure Co-design of Protein Complexes. | Jing He, Weiguo Zheng, Bo Fu |
| 2025 | ACL | SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation. | Yuzheng Cai, Zhenyue Guo, Yiwen Pei, Wanrui Bian, Weiguo Zheng |
| 2025 | CIKM | Revisiting the Inner Product Method: Optimizing Sparse Matrix Multiplication via Set Intersection. | Zheng Hu, Boyu Yang, Weiguo Zheng |
| 2025 | DASFAA | Scalable GNN Training via Parameter Freeze and Layer Detachment. | Chang Gong, Boyu Yang, Weiguo Zheng, Xing Huang, Weiyi Huang, Jie Wen, Shijie Sun, Bohua Yang |
| 2025 | DASFAA | Accelerating DeepWalk via Context-Level Parameter Update and Huffman Tree Pruning. | Chang Gong, Weiguo Zheng, Hongwei Feng |
| 2025 | ICASSP | HFLR: Optimizing GNN Training via High-Fixed-Low-Resampling. | Chang Gong, Boyu Yang, Weiguo Zheng |
| 2025 | ICDE | Space-Efficient Compact Representations for Graph Analytics. | Boyu Yang, Weiguo Zheng, Xiang Lian, Lingfei Zheng |
| 2025 | KDD | Untitled record | Ming Yang, Yuzheng Cai, Weiguo Zheng |
| 2024 | AAAI | Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation. | Zhouhong Gu, Xiaoxuan Zhu, Haoning Ye, Lin Zhang, Jianchen Wang, Yixin Zhu, Sihang Jiang, Zhuozhi Xiong, Zihan Li, Weijie Wu, Qianyu He, Rui Xu, Wenhao Huang, Jingping Liu, Zili Wang, Shusen Wang, Weiguo Zheng, Hongwei Feng, Yanghua Xiao |
| 2024 | APWEB | A Powerful Local Search Method for Minimum Steiner Tree Problem. | Boyu Yang, Weiguo Zheng |
| 2024 | WISE | Towards Building a Lightweight and Powerful Computation Graph for Scalable GNN. | Chang Gong, Boyu Yang, Weiguo Zheng, Xing Huang, Weiyi Huang, Jie Wen, Shijie Sun, Bohua Yang |
| 2024 | WISE | Distributed k-Hop Query Powered by an Asynchronous Framework. | Jinlong Zheng, Yujie Lu, Weiguo Zheng |
| 2023 | ACL | Controlling Styles in Neural Machine Translation with Activation Prompt. | Yifan Wang, Zewei Sun, Shanbo Cheng, Weiguo Zheng, Mingxuan Wang |
| 2023 | DASFAA | Answering Label-Constrained Reachability Queries via Reduction Techniques. | Yuzheng Cai, Weiguo Zheng |
| 2023 | DASFAA | Question Answering over Knowledge Graphs via Machine Reading Comprehension. | Weidong Han, Zhaowu Ouyang, Yifan Wang, Weiguo Zheng |
| 2023 | DASFAA | MACRE: Multi-hop Question Answering via Contrastive Relation Embedding. | Man Xu, Weiguo Zheng, Deqing Yang |
| 2023 | DASFAA | Subgraph Reconstruction via Reversible Subgraph Embedding. | Boyu Yang, Weiguo Zheng |
| 2023 | KDD | Locality Sensitive Hashing for Optimizing Subgraph Query Processing in Parallel Computing Systems. | Peng Peng, Shengyi Ji, Zhen Tian, Hongbo Jiang, Weiguo Zheng, Xuecang Zhang |
| 2022 | APWEB | Knowledge Graph Entity Alignment Powered by Active Learning. | Jiayi Pan, Weiguo Zheng |
| 2022 | APWEB | A Self-training Approach for Few-Shot Named Entity Recognition. | Yudong Qian, Weiguo Zheng |
| 2022 | ICDE | Querying Maximum Quasi-independent Set by Pay-and-Recycle. | Xiaochen Liu, Weiguo Zheng, Zhenyi Chen, Zhenying He, X. Sean Wang |
| 2022 | ICDE | Hybrid Subgraph Matching Framework Powered by Sketch Tree for Distributed Systems. | Yuejia Zhang, Weiguo Zheng, Zhijie Zhang, Peng Peng, Xuecang Zhang |
| 2022 | KDD | Evaluating Knowledge Graph Accuracy Powered by Optimized Human-machine Collaboration. | Yifan Qi, Weiguo Zheng, Liang Hong, Lei Zou |
| 2022 | WISE | Multi-document Question Answering Powered by External Knowledge. | Zhenting Yan, Weiguo Zheng |
| 2021 | CIKM | Automated Query Graph Generation for Querying Knowledge Graphs. | Weiguo Zheng, Mei Zhang |
| 2021 | DASFAA | ESTI: Efficient k-Hop Reachability Querying over Large General Directed Graphs. | Yuzheng Cai, Weiguo Zheng |
| 2021 | KDD | Towards Computing a Near-Maximum Weighted Independent Set on Massive Graphs. | Jiewei Gu, Weiguo Zheng, Yuzheng Cai, Peng Peng |
| 2021 | KDD | Accelerating Set Intersections over Graphs by Reducing-Merging. | Weiguo Zheng, Yifan Yang, Chengzhi Piao |
| 2021 | PAKDD | Incrementally Finding the Vertices Absent from the Maximum Independent Sets. | Xiaochen Liu, Weiguo Zheng, Zhenyi Chen, Zhenying He, X. Sean Wang |
| 2020 | ICDE | Efficient Weighted Independent Set Computation over Large Graphs. | Weiguo Zheng, Jiewei Gu, Peng Peng, Jeffrey Xu Yu |
| 2019 | ICDE | Computing a Near-Maximum Independent Set in Dynamic Graphs. | Weiguo Zheng, Chengzhi Piao, Hong Cheng, Jeffrey Xu Yu |
| 2018 | ICDE | Efficient Computation of a Near-Maximum Independent Set over Evolving Graphs. | Weiguo Zheng, Qichen Wang, Jeffrey Xu Yu, Hong Cheng, Lei Zou |
| 2017 | ADC | Extracting Keyphrases Using Heterogeneous Word Relations. | Wei Shi, Zheng Liu, Weiguo Zheng, Jeffrey Xu Yu |
| 2017 | APWEB | Keyphrase Extraction Using Knowledge Graphs. | Wei Shi, Weiguo Zheng, Jeffrey Xu Yu, Hong Cheng, Lei Zou |
| 2017 | CIKM | Natural Language Question/Answering: Let Users Talk With The Knowledge Graph. | Weiguo Zheng, Hong Cheng, Lei Zou, Jeffrey Xu Yu, Kangfei Zhao |
| 2015 | SIGMOD | How to Build Templates for RDF Question/Answering: An Uncertain Graph Similarity Join Approach. | Weiguo Zheng, Lei Zou, Xiang Lian, Jeffrey Xu Yu, Shaoxu Song, Dongyan Zhao |
| 2014 | CIKM | Efficient Subgraph Skyline Search Over Large Graphs. | Weiguo Zheng, Lei Zou, Xiang Lian, Liang Hong, Dongyan Zhao |
| 2013 | CIKM | Graph similarity search with edit distance constraint in large graph databases. | Weiguo Zheng, Lei Zou, Xiang Lian, Dong Wang, Dongyan Zhao |
| 2001 | ICIP | Adaptive motion search with elastic diamond for MPEG-4 video coding. | Weiguo Zheng, Ishfaq Ahmad, Ming Lei Liou |