| 2026 | ACL | Spectral Characterization and Mitigation of Sequential Knowledge Editing Collapse. | Chi Zhang, Mengqi Zhang, Xiaotian Ye, Runxi Cheng, Zisheng Zhou, Ying Zhou, Pengjie Ren, Zhumin Chen |
| 2026 | KDD | Mixture-of-RAG: Integrating Text and Tables with Large Language Models. | Chi Zhang, Qiyang Chen, Mengqi Zhang |
| 2026 | SP | LLM Unlearning Should Be Form-Independent. | Xiaotian Ye, Mengqi Zhang, Shu Wu |
| 2025 | AAAI | ExcluIR: Exclusionary Neural Information Retrieval. | Wenhao Zhang, Mengqi Zhang, Shiguang Wu, Jiahuan Pei, Zhaochun Ren, Maarten de Rijke, Zhumin Chen, Pengjie Ren |
| 2025 | EMNLP | UIPE: Enhancing LLM Unlearning by Removing Knowledge Related to Forgetting Targets. | Wenyu Wang, Mengqi Zhang, Xiaotian Ye, Zhaochun Ren, Pengjie Ren, Zhumin Chen |
| 2025 | EMNLP | KELE: Residual Knowledge Erasure for Enhanced Multi-hop Reasoning in Knowledge Editing. | Mengqi Zhang, Bowen Fang, Qiang Liu, Xiaotian Ye, Shu Wu, Pengjie Ren, Zhumin Chen, Liang Wang |
| 2025 | ICCV | High-Throughput Estimation of Photosynthetic Phenotypic Parameters Using Hyperspectral Data. | Mengqi Zhang, Jiaren Zhou, Man Zhang, Minjuan Wang |
| 2025 | ICCV | Dynamic Monitoring of Crop Canopies Using Time-Series Point Clouds: Insights into Phenotypic Variation and Leaf-Level Photosynthetic Performance. | Jiaren Zhou, Mengqi Zhang, Shulin Sun, Man Zhang, Minjuan Wang |
| 2025 | ICLR | Uncovering Overfitting in Large Language Model Editing. | Mengqi Zhang, Xiaotian Ye, Qiang Liu, Shu Wu, Pengjie Ren, Zhumin Chen |
| 2025 | SIGIR | Constrained Auto-Regressive Decoding Constrains Generative Retrieval. | Shiguang Wu, Zhaochun Ren, Xin Xin, Jiyuan Yang, Mengqi Zhang, Zhumin Chen, Maarten de Rijke, Pengjie Ren |
| 2024 | ACL | Self-Supervised Position Debiasing for Large Language Models. | Zhongkun Liu, Zheng Chen, Mengqi Zhang, Zhaochun Ren, Pengjie Ren, Zhumin Chen |
| 2024 | ACL | MELoRA: Mini-Ensemble Low-Rank Adapters for Parameter-Efficient Fine-Tuning. | Pengjie Ren, Chengshun Shi, Shiguang Wu, Mengqi Zhang, Zhaochun Ren, Maarten de Rijke, Zhumin Chen, Jiahuan Pei |
| 2024 | CVPR | HOIDiffusion: Generating Realistic 3D Hand-Object Interaction Data. | Mengqi Zhang, Yang Fu, Zheng Ding, Sifei Liu, Zhuowen Tu, Xiaolong Wang |
| 2024 | ECCV | 3D Phenotyping of Canopy Occupation Volume as a Major Predictor for Canopy Photosynthesis in Rice (Oryza sativa L.). | Jiaren Zhou, Man Zhang, Mengqi Zhang, Minjuan Wang |
| 2024 | EMNLP | Knowledge Graph Enhanced Large Language Model Editing. | Mengqi Zhang, Xiaotian Ye, Qiang Liu, Pengjie Ren, Shu Wu, Zhumin Chen |
| 2024 | ICLR | Patched Denoising Diffusion Models For High-Resolution Image Synthesis. | Zheng Ding, Mengqi Zhang, Jiajun Wu, Zhuowen Tu |
| 2024 | IJCNN | Fast Explanation of RBF-Kernel SVM Models Using Activation Patterns. | Mengqi Zhang, Matthias Treder, David Marshall, Yuhua Li |
| 2024 | SIGIR | Generative Retrieval as Multi-Vector Dense Retrieval. | Shiguang Wu, Wenda Wei, Mengqi Zhang, Zhumin Chen, Jun Ma, Zhaochun Ren, Maarten de Rijke, Pengjie Ren |
| 2023 | ACL | Learning Latent Relations for Temporal Knowledge Graph Reasoning. | Mengqi Zhang, Yuwei Xia, Qiang Liu, Shu Wu, Liang Wang |
| 2023 | CoRL | Context-Aware Deep Reinforcement Learning for Autonomous Robotic Navigation in Unknown Area. | Jingsong Liang, Zhichen Wang, Yuhong Cao, Jimmy Chiun, Mengqi Zhang, Guillaume Adrien Sartoretti |
| 2023 | ICONIP | A Relation-Oriented Approach for Complex Entity Relation Extraction. | Xinliang Liu, Mengqi Zhang |
| 2023 | WWW | Learning Long- and Short-term Representations for Temporal Knowledge Graph Reasoning. | Mengqi Zhang, Yuwei Xia, Qiang Liu, Shu Wu, Liang Wang |
| 2023 | WSDM | DistriBayes: A Distributed Platform for Learning, Inference and Attribution on Large Scale Bayesian Network. | Yi Ding, Jun Zhou, Qing Cui, Lin Wang, Mengqi Zhang, Yang Dong |
| 2022 | CIKM | Deep Contrastive Multiview Network Embedding. | Mengqi Zhang, Yanqiao Zhu, Qiang Liu, Shu Wu, Liang Wang |
| 2022 | EMNLP | MetaTKG: Learning Evolutionary Meta-Knowledge for Temporal Knowledge Graph Reasoning. | Yuwei Xia, Mengqi Zhang, Qiang Liu, Shu Wu, Xiaoyu Zhang |
| 2021 | MDM | Spatial K-Core Identification in Large Spatial Data. | Xufeng Lu, Mengqi Zhang, Xinru Liu, Jun Zhao, Chen Chen |
| 2021 | WISE | Critical Nodes Identification in Large Networks: An Inclination-Based Model. | Chen Chen, Xijuan Liu, Shuangyan Xu, Mengqi Zhang, Xiaoyang Wang, Xuemin Lin |
| 2020 | COCOA | Price of Fairness in Budget Division for Egalitarian Social Welfare. | Zhongzheng Tang, Chenhao Wang, Mengqi Zhang |
| 2020 | COCOA | Mechanism Design for Facility Location Games with Candidate Locations. | Zhongzheng Tang, Chenhao Wang, Mengqi Zhang, Yingchao Zhao |
| 2020 | ICDM | Dynamic Graph Collaborative Filtering. | Xiaohan Li, Mengqi Zhang, Shu Wu, Zheng Liu, Liang Wang, Philip S. Yu |
| 2020 | IJCAI | Budgeted Facility Location Games with Strategic Facilities. | Minming Li, Chenhao Wang, Mengqi Zhang |
| 2020 | SSDBM | Cohesive Subgraph Detection in Large Bipartite Networks. | Yang Hao, Mengqi Zhang, Xiaoyang Wang, Chen Chen |
| 2019 | IJCAI | Pivotal Relationship Identification: The K-Truss Minimization Problem. | Weijie Zhu, Mengqi Zhang, Chen Chen, Xiaoyang Wang, Fan Zhang, Xuemin Lin |
| 2017 | VTC | Power Threshold Based Interference Alignment in Hybrid D2D & Cellular Uplink Transmissions. | Weifeng Li, Mengqi Zhang, Bo Bai |
| 2016 | APWEB | When a Friend Online is More Than a Friend in Life: Intimate Relationship Prediction in Microblogs. | Yunshi Lan, Mengqi Zhang, Feida Zhu, Jing Jiang, Ee-Peng Lim |