| 2026 | AAAI | Explicit Modeling of Causal Factors and Confounders for Image Classification. | Wei Wu, Lei Meng, Zhuang Qi, Zixuan Li, Yachong Zhang, Xiaoshuo Yan, Xiangxu Meng |
| 2026 | AAAI | Introducing Decomposed Causality with Spatiotemporal Object-Centric Representation for Video Classification. | Yachong Zhang, Lei Meng, Shuo Xu, Zhuang Qi, Wei Wu, Lei Wu, Xiangxu Meng |
| 2025 | AAAI | Causal Inference over Visual-Semantic-Aligned Graph for Image Classification. | Lei Meng, Xiangxian Li, Xiaoshuo Yan, Haokai Ma, Zhuang Qi, Wei Wu, Xiangxu Meng |
| 2025 | AAAI | Cross-Silo Feature Space Alignment for Federated Learning on Clients with Imbalanced Data. | Zhuang Qi, Lei Meng, Zhaochuan Li, Han Hu, Xiangxu Meng |
| 2025 | AAAI | Hierarchically-Structured Open-Vocabulary Indoor Scene Synthesis with Pre-trained Large Language Model. | Weilin Sun, Xinran Li, Manyi Li, Kai Xu, Xiangxu Meng, Lei Meng |
| 2025 | AAAI | Curriculum Conditioned Diffusion for Multimodal Recommendation. | Yimeng Yang, Haokai Ma, Lei Meng, Shuo Xu, Ruobing Xie, Xiangxu Meng |
| 2025 | ICLR | Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection. | Yun Zhu, Jia-Chen Gu, Caitlin Sikora, Ho Ko, Yinxiao Liu, Chu-Cheng Lin, Lei Shu, Liangchen Luo, Lei Meng, Bang Liu, Jindong Chen |
| 2025 | ICML | Federated Incomplete Multi-view Clustering with Globally Fused Graph Guidance. | Guoqing Chao, Zhenghao Zhang, Lei Meng, Jie Wen, Dianhui Chu |
| 2025 | IJCAI | Semantic-Space-Intervened Diffusive Alignment for Visual Classification. | Zixuan Li, Lei Meng, Guoqing Chao, Wei Wu, Yimeng Yang, Xiaoshuo Yan, Zhuang Qi, Xiangxu Meng |
| 2025 | IJCAI | Federated Deconfounding and Debiasing Learning for Out-of-Distribution Generalization. | Zhuang Qi, Sijin Zhou, Lei Meng, Han Hu, Han Yu, Xiangxu Meng |
| 2025 | IJCAI | Empowering Vision Transformers with Multi-Scale Causal Intervention for Long-Tailed Image Classification. | Xiaoshuo Yan, Zhaochuan Li, Lei Meng, Zhuang Qi, Wei Wu, Zixuan Li, Xiangxu Meng |
| 2025 | IJCNN | Towards Initialization-Agnostic Clustering with Iterative Adaptive Resonance Theory. | Xiaozheng Qu, Zhaochuan Li, Zhuang Qi, Xiang Li, Haibei Huang, Lei Meng, Xiangxu Meng |
| 2025 | IJCNN | LLM-Enabled Style and Content Regularization for Personalized Text-to-Image Generation. | Anran Yu, Wei Feng, Yaochen Zhang, Xiang Li, Lei Meng, Lei Wu, Xiangxu Meng |
| 2025 | IROS | IMM-MOT: A Novel 3D Multi-object Tracking Framework with Interacting Multiple Model Filter. | Xiaohong Liu, Xulong Zhao, Gang Liu, Zili Wu, Tao Wang, Lei Meng, Yuhan Wang |
| 2025 | IECON | Investigating the Impact of DC-Link Capacitance on VSC Impedance Characteristics and Its Reduction Strategies under Weak Grid Conditions. | Lei Meng, Zilin Li, Yinbo Ge, Ka Wing Chan |
| 2025 | SIGIR | FashionDPO: Fine-tune Fashion Outfit Generation Model using Direct Preference Optimization. | Mingzhe Yu, Yunshan Ma, Lei Wu, Changshuo Wang, Xue Li, Lei Meng |
| 2024 | AAAI | RewriteLM: An Instruction-Tuned Large Language Model for Text Rewriting. | Lei Shu, Liangchen Luo, Jayakumar Hoskere, Yun Zhu, Yinxiao Liu, Simon Tong, Jindong Chen, Lei Meng |
| 2024 | AAAI | Plug-In Diffusion Model for Sequential Recommendation. | Haokai Ma, Ruobing Xie, Lei Meng, Xin Chen, Xu Zhang, Leyu Lin, Zhanhui Kang |
| 2024 | ACL | Proofread: Fixes All Errors with One Tap. | Renjie Liu, Yanxiang Zhang, Yun Zhu, Haicheng Sun, Yuanbo Zhang, Michael Xuelin Huang, Shanqing Cai, Lei Meng, Shumin Zhai |
| 2024 | EMNLP | Fusion-Eval: Integrating Assistant Evaluators with LLMs. | Lei Shu, Nevan Wichers, Liangchen Luo, Yun Zhu, Yinxiao Liu, Jindong Chen, Lei Meng |
| 2024 | EMNLP | Enhancing Reinforcement Learning with Dense Rewards from Language Model Critic. | Meng Cao, Lei Shu, Lei Yu, Yun Zhu, Nevan Wichers, Yinxiao Liu, Lei Meng |
| 2024 | ICANN | Unifying Visual and Semantic Feature Spaces with Diffusion Models for Enhanced Cross-Modal Alignment. | Yuze Zheng, Zixuan Li, Xiangxian Li, Jinxing Liu, Yuqing Wang, Xiangxu Meng, Lei Meng |
| 2024 | IJCAI | SeeDRec: Sememe-based Diffusion for Sequential Recommendation. | Haokai Ma, Ruobing Xie, Lei Meng, Yimeng Yang, Xingwu Sun, Zhanhui Kang |
| 2024 | IECON | Comparative Analysis of Impedance-Based Stability Assessment Methods for Inverter-Based Resources. | Lei Meng, Ulas Karaagac, Keijo Jacobs, Tao Xue, Jean Mahseredjian, Renan M. Furlaneto |
| 2024 | IECON | Computationally Efficient Impedance Scanning Approach for Inverter-based Resources. | Chenxi Ouyang, Renan M. Furlaneto, Lei Meng, Keijo Jacobs, Tao Xue, Ulas Karaagac, Jean Mahseredjian |
| 2024 | NAACL | Towards an On-device Agent for Text Rewriting. | Yun Zhu, Yinxiao Liu, Felix Stahlberg, Shankar Kumar, Yu-Hui Chen, Liangchen Luo, Lei Shu, Renjie Liu, Jindong Chen, Lei Meng |
| 2024 | SIGGRAPH | DreamFont3D: Personalized Text-to-3D Artistic Font Generation. | Xiang Li, Lei Meng, Lei Wu, Manyi Li, Xiangxu Meng |
| 2024 | WWW | Multimodal Conditioned Diffusion Model for Recommendation. | Haokai Ma, Yimeng Yang, Lei Meng, Ruobing Xie, Xiangxu Meng |
| 2023 | DASFAA | Distantly Supervised Entity Linking with Selection Consistency Constraint. | Haipeng Dai, Lei Meng, Hancheng Wang, Rong Gu, Siwen Chen, Feng Chen, Wei Hu |
| 2023 | ICIG | Unsupervised Segmentation of Haze Regions as Hard Attention for Haze Classification. | Jingyu Li, Haokai Ma, Xiangxian Li, Zhuang Qi, Xiangxu Meng, Lei Meng |
| 2023 | ICIG | Learning to Fuse Residual and Conditional Information for Video Compression and Reconstruction. | Ran Wang, Zhuang Qi, Xiangxu Meng, Lei Meng |
| 2023 | IJCAI | Compositional Zero-Shot Artistic Font Synthesis. | Xiang Li, Lei Wu, Changshuo Wang, Lei Meng, Xiangxu Meng |
| 2023 | IJCNN | Cross-Modal Content Inference and Feature Enrichment for Cold-Start Recommendation. | Haokai Ma, Zhuang Qi, Xinxin Dong, Xiangxian Li, Yuze Zheng, Xiangxu Meng, Lei Meng |
| 2023 | IJCNN | Multi-channel Attentive Weighting of Visual Frames for Multimodal Video Classification. | Yuqing Wang, Zhuang Qi, Xiangxian Li, Jinxing Liu, Xiangxu Meng, Lei Meng |
| 2023 | RecSys | Exploring False Hard Negative Sample in Cross-Domain Recommendation. | Haokai Ma, Ruobing Xie, Lei Meng, Xin Chen, Xu Zhang, Leyu Lin, Jie Zhou |
| 2023 | SiggraphA | Anything to Glyph: Artistic Font Synthesis via Text-to-Image Diffusion Model. | Changshuo Wang, Lei Wu, Xiaole Liu, Xiang Li, Lei Meng, Xiangxu Meng |
| 2022 | ECCV | Meta-Causal Feature Learning for Out-of-Distribution Generalization. | Yuqing Wang, Xiangxian Li, Zhuang Qi, Jingyu Li, Xuelong Li, Xiangxu Meng, Lei Meng |
| 2022 | HPCC | A practical adversarial attack on Graph Neural Networks by attacking single node structure. | Yang Chen, Zhonglin Ye, Haixing Zhao, Lei Meng, Zhaoyang Wang, Yanlin Yang |
| 2022 | HPCC | Three-Channel Graph Convolutional Network. | Lei Meng, Zhonglin Ye, Haixing Zhao, Yanlin Yang, Yang Chen, Zhaoyang Wang |
| 2020 | AAAI | Multi-Source Domain Adaptation for Visual Sentiment Classification. | Chuang Lin, Sicheng Zhao, Lei Meng, Tat-Seng Chua |
| 2020 | ICCCN | Area Charging for Wireless Rechargeable Sensors. | Haipeng Dai, Xiaoyu Wang, Lijie Xu, Chao Dong, Qian Liu, Lei Meng, Guihai Chen |
| 2020 | IJCNN | Multitask Adversarial Learning for Chinese Font Style Transfer. | Lei Wu, Xi Chen, Lei Meng, Xiangxu Meng |
| 2019 | DASC | Link Prediction Based on Gravitational Field of Complex Network. | Yanlin Yang, Zhonglin Ye, Haixing Zhao, Lei Meng |
| 2018 | HCI | Usability Analysis of the Novel Functions to Assist the Senior Customers in Online Shopping. | Xinjia Yu, Lei Meng, Xiaohai Tian, Simon Fauvel, Bo Huang, Yunqing Guan, Zhiqi Shen, Chunyan Miao, Cyril Leung |
| 2017 | HCI | Novel Functional Technologies for Age-Friendly E-commerce. | Xiaohai Tian, Lei Meng, Siyuan Liu, Zhiqi Shen, Eng Siong Chng, Cyril Leung, Frank Guan, Chunyan Miao |
| 2016 | INFOCOM | A walk on the client side: Monitoring enterprise Wifi networks using smartphone channel scans. | Jinghao Shi, Lei Meng, Aaron Striegel, Chunming Qiao, Dimitrios Koutsonikolas, Geoffrey Challen |
| 2014 | FNC | Evaluating the Raw Potential for Device-to-Device Caching via Co-location. | Xueheng Hu, Lei Meng, Aaron D. Striegel |
| 2014 | FNC | LTE and WiFi: Experiences with Quality and Consumption. | Aaron Striegel, Shu Liu, Xueheng Hu, Lei Meng |
| 2014 | ICARCV | Support vector machine based liver cancer early detection using magnetic resonance images. | Lei Meng, Changyun Wen, Guoqi Li |
| 2014 | ICCCN | Characterizing the utility of smartphone background traffic. | Lei Meng, Shu Liu, Aaron D. Striegel |
| 2014 | INFOCOM | Analyzing the impact of proximity, location, and personality on smartphone usage. | Lei Meng, Shu Liu, Aaron D. Striegel |
| 2014 | SIGGRAPH | A Fourier model of periodic dynamic speech balloons. | Ruimin Lyu, Mandi Xu, Lei Meng, Wei Chen, Lifang Chen |
| 2014 | SDM | Community Discovery in Social Networks via Heterogeneous Link Association and Fusion. | Lei Meng, Ah-Hwee Tan |
| 2013 | CIS | Wormhole Canvas. | Ruimin Lyu, Yuan Liu, Lei Meng, Xinyue Hu |
| 2013 | IJCNN | Vigilance adaptation in adaptive resonance theory. | Lei Meng, Ah-Hwee Tan, Donald C. Wunsch |
| 2013 | SIGCOMM | Lessons learned from the netsense smartphone study. | Aaron Striegel, Shu Liu, Lei Meng, Christian Poellabauer, David Hachen, Omar Lizardo |
| 2012 | IJCNN | Semi-supervised hierarchical clustering for personalized web image organization. | Lei Meng, Ah-Hwee Tan |
| 2007 | CSCWD | Service-oriented integration of industrial simulation codes. | Lei Wu, Xiangxu Meng, Shijun Liu, Yuchang Jiao, Min Wei, Lei Meng |