| 2026 | AAAI | U2UData+: A Scalable Swarm UAVs Autonomous Flight Dataset for Embodied Long-horizon Tasks. | Tongtong Feng, Xin Wang, Feilin Han, Leping Zhang, Wenwu Zhu |
| 2026 | AAAI | Cross-Scale Collaboration between LLMs and Lightweight Sequential Recommenders with Domain-Specific Latent Reasoning. | Yipeng Zhang, Xin Wang, Hong Chen, Junwei Pan, Qian Li, Jun Zhang, Jie Jiang, Hong Mei, Wenwu Zhu |
| 2026 | WWW | Out-of-distribution Generalized Generative AI. | Xin Wang, Zirui Pan, Yuwei Zhou, Wenwu Zhu |
| 2026 | WWW | Disentangled Graph LLM for Molecule Graph Editing under Distribution Shifts. | Yang Yao, Xin Wang, Yuan Meng, Zeyang Zhang, Hong Mei, Wenwu Zhu |
| 2026 | SIGIR | Think with Grounding: Curriculum Reinforced Reasoning with Video Grounding for Long Video Understanding. | Houlun Chen, Xin Wang, Guangyao Li, Yuwei Zhou, Yihan Chen, Jia Jia, Wenwu Zhu |
| 2025 | AAAI | Behavior Importance-Aware Graph Neural Architecture Search for Cross-Domain Recommendation. | Chendi Ge, Xin Wang, Ziwei Zhang, Yijian Qin, Hong Chen, Haiyang Wu, Yang Zhang, Yuekui Yang, Wenwu Zhu |
| 2025 | AAAI | Identity-Text Video Corpus Grounding. | Bin Huang, Xin Wang, Hong Chen, Houlun Chen, Yaofei Wu, Wenwu Zhu |
| 2025 | AAAI | Modular-Cam: Modular Dynamic Camera-view Video Generation with LLM. | Zirui Pan, Xin Wang, Yipeng Zhang, Hong Chen, Kwan Man Cheng, Yaofei Wu, Wenwu Zhu |
| 2025 | AAAI | JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration. | Mingzi Wang, Yuan Meng, Chen Tang, Weixiang Zhang, Yijian Qin, Yang Yao, Yingxin Li, Tongtong Feng, Xin Wang, Xun Guan, Zhi Wang, Wenwu Zhu |
| 2025 | CVPR | Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers. | Lei Chen, Yuan Meng, Chen Tang, Xinzhu Ma, Jingyan Jiang, Xin Wang, Zhi Wang, Wenwu Zhu |
| 2025 | CVPR | Towards Better Alignment: Training Diffusion Models with Reinforcement Learning Against Sparse Rewards. | Zijing Hu, Fengda Zhang, Long Chen, Kun Kuang, Jiahui Li, Kaifeng Gao, Jun Xiao, Xin Wang, Wenwu Zhu |
| 2025 | ICML | Self-supervised Masked Graph Autoencoder via Structure-aware Curriculum. | Haoyang Li, Xin Wang, Zeyang Zhang, Zongyuan Wu, Linxin Xiao, Wenwu Zhu |
| 2025 | ICML | Disentangling Invariant Subgraph via Variance Contrastive Estimation under Distribution Shifts. | Haoyang Li, Xin Wang, Xueling Zhu, Weigao Wen, Wenwu Zhu |
| 2025 | ICML | Modularized Self-Reflected Video Reasoner for Multimodal LLM with Application to Video Question Answering. | Zihan Song, Xin Wang, Zi Qian, Hong Chen, Longtao Huang, Hui Xue, Wenwu Zhu |
| 2025 | ICML | AutoGFM: Automated Graph Foundation Model with Adaptive Architecture Customization. | Haibo Chen, Xin Wang, Zeyang Zhang, Haoyang Li, Ling Feng, Wenwu Zhu |
| 2025 | ICML | Dynamic Mixture of Curriculum LoRA Experts for Continual Multimodal Instruction Tuning. | Chendi Ge, Xin Wang, Zeyang Zhang, Hong Chen, Jiapei Fan, Longtao Huang, Hui Xue, Wenwu Zhu |
| 2025 | IJCNN | Resource Allocation for V2V Communications Using Multi-Agent Reinforcement Learning. | Lili Jiang, Lifeng Sun, Wenwu Zhu |
| 2025 | KDD | Causal-aware Graph Neural Architecture Search under Distribution Shifts. | Peiwen Li, Xin Wang, Zeyang Zhang, Ziwei Zhang, Fang Shen, Jialong Wang, Yang Li, Wenwu Zhu |
| 2025 | WWW | Graph Machine Learning under Distribution Shifts: Adaptation, Generalization and Extension to LLM. | Xin Wang, Haoyang Li, Zeyang Zhang, Wenwu Zhu |
| 2024 | AAAI | Multimodal Graph Neural Architecture Search under Distribution Shifts. | Jie Cai, Xin Wang, Haoyang Li, Ziwei Zhang, Wenwu Zhu |
| 2024 | AAAI | Data-Augmented Curriculum Graph Neural Architecture Search under Distribution Shifts. | Yang Yao, Xin Wang, Yijian Qin, Ziwei Zhang, Wenwu Zhu, Hong Mei |
| 2024 | CIKM | RealTCD: Temporal Causal Discovery from Interventional Data with Large Language Model. | Peiwen Li, Xin Wang, Zeyang Zhang, Yuan Meng, Fang Shen, Yue Li, Jialong Wang, Yang Li, Wenwu Zhu |
| 2024 | CogSci | DELTA: Dynamic Embedding Learning with Truncated Conscious Attention for CTR Prediction. | Chen Zhu, Liang Du, Hong Chen, Shuang Zhao, Zixun Sun, Xin Wang, Wenwu Zhu |
| 2024 | CVPR | VTimeLLM: Empower LLM to Grasp Video Moments. | Bin Huang, Xin Wang, Hong Chen, Zihan Song, Wenwu Zhu |
| 2024 | CVPR | Retraining-free Model Quantization via One-Shot Weight-Coupling Learning. | Chen Tang, Yuan Meng, Jiacheng Jiang, Shuzhao Xie, Rongwei Lu, Xinzhu Ma, Zhi Wang, Wenwu Zhu |
| 2024 | ECCV | Post-training Quantization with Progressive Calibration and Activation Relaxing for Text-to-Image Diffusion Models. | Siao Tang, Xin Wang, Hong Chen, Chaoyu Guan, Zewen Wu, Yansong Tang, Wenwu Zhu |
| 2024 | ICDE | OOD-GNN: Out-of-Distribution Generalized Graph Neural Network: (Extended Abstract). | Haoyang Li, Xin Wang, Ziwei Zhang, Wenwu Zhu |
| 2024 | ICLR | DisenBooth: Identity-Preserving Disentangled Tuning for Subject-Driven Text-to-Image Generation. | Hong Chen, Yipeng Zhang, Simin Wu, Xin Wang, Xuguang Duan, Yuwei Zhou, Wenwu Zhu |
| 2024 | ICML | Disentangled Graph Self-supervised Learning for Out-of-Distribution Generalization. | Haoyang Li, Xin Wang, Zeyang Zhang, Haibo Chen, Ziwei Zhang, Wenwu Zhu |
| 2024 | ICML | Disentangled Continual Graph Neural Architecture Search with Invariant Modular Supernet. | Zeyang Zhang, Xin Wang, Yijian Qin, Hong Chen, Ziwei Zhang, Xu Chu, Wenwu Zhu |
| 2024 | ICML | CurBench: Curriculum Learning Benchmark. | Yuwei Zhou, Zirui Pan, Xin Wang, Hong Chen, Haoyang Li, Yanwen Huang, Zhixiao Xiong, Fangzhou Xiong, Peiyang Xu, Shengnan Liu, Wenwu Zhu |
| 2024 | KDD | Large Language Model with Curriculum Reasoning for Visual Concept Recognition. | Yipeng Zhang, Xin Wang, Hong Chen, Jiapei Fan, Weigao Wen, Hui Xue, Hong Mei, Wenwu Zhu |
| 2024 | KDD | Towards Lightweight Graph Neural Network Search with Curriculum Graph Sparsification. | Beini Xie, Heng Chang, Ziwei Zhang, Zeyang Zhang, Simin Wu, Xin Wang, Yuan Meng, Wenwu Zhu |
| 2024 | KDD | LLM4DyG: Can Large Language Models Solve Spatial-Temporal Problems on Dynamic Graphs? | Zeyang Zhang, Xin Wang, Ziwei Zhang, Haoyang Li, Yijian Qin, Wenwu Zhu |
| 2024 | WWW | Curriculum Learning: Theories, Approaches, Applications, Tools, and Future Directions in the Era of Large Language Models. | Xin Wang, Yuwei Zhou, Hong Chen, Wenwu Zhu |
| 2023 | AAAI | Curriculum Multi-Negative Augmentation for Debiased Video Grounding. | Xiaohan Lan, Yitian Yuan, Hong Chen, Xin Wang, Zequn Jie, Lin Ma, Zhi Wang, Wenwu Zhu |
| 2023 | AAAI | Dynamic Heterogeneous Graph Attention Neural Architecture Search. | Zeyang Zhang, Ziwei Zhang, Xin Wang, Yijian Qin, Zhou Qin, Wenwu Zhu |
| 2023 | CIKM | Causal Discovery in Temporal Domain from Interventional Data. | Peiwen Li, Yuan Meng, Xin Wang, Fang Shen, Yue Li, Jialong Wang, Wenwu Zhu |
| 2023 | CVPR | Improving Generalization of Meta-Learning with Inverted Regularization at Inner-Level. | Lianzhe Wang, Shiji Zhou, Shanghang Zhang, Xu Chu, Heng Chang, Wenwu Zhu |
| 2023 | CVPR | Adversarially Robust Neural Architecture Search for Graph Neural Networks. | Beini Xie, Heng Chang, Ziwei Zhang, Xin Wang, Daixin Wang, Zhiqiang Zhang, Rex Ying, Wenwu Zhu |
| 2023 | HPCC | Cost-Efficient 6G Space-Air-Ground Integrated Mobile Edge Computing for Smart City: A PPO-Based Offloading Decision and Resource Allocation Algorithm. | Wenwu Zhu, Xin Chen, Libo Jiao, Geyong Min, Wang Li |
| 2023 | ICCV | Decouple Before Interact: Multi-Modal Prompt Learning for Continual Visual Question Answering. | Zi Qian, Xin Wang, Xuguang Duan, Pengda Qin, Yuhong Li, Wenwu Zhu |
| 2023 | ICDE | Intention-aware Sequential Recommendation with Structured Intent Transition : (Extended Abstract). | Haoyang Li, Xin Wang, Ziwei Zhang, Jianxin Ma, Peng Cui, Wenwu Zhu |
| 2023 | ICLR | Multi-Objective Online Learning. | Jiyan Jiang, Wenpeng Zhang, Shiji Zhou, Lihong Gu, Xiaodong Zeng, Wenwu Zhu |
| 2023 | ICLR | AutoGT: Automated Graph Transformer Architecture Search. | Zizhao Zhang, Xin Wang, Chaoyu Guan, Ziwei Zhang, Haoyang Li, Wenwu Zhu |
| 2023 | ICML | Wasserstein Barycenter Matching for Graph Size Generalization of Message Passing Neural Networks. | Xu Chu, Yujie Jin, Xin Wang, Shanghang Zhang, Yasha Wang, Wenwu Zhu, Hong Mei |
| 2023 | ICML | Curriculum Co-disentangled Representation Learning across Multiple Environments for Social Recommendation. | Xin Wang, Zirui Pan, Yuwei Zhou, Hong Chen, Chendi Ge, Wenwu Zhu |
| 2023 | IJCAI | Curriculum Graph Machine Learning: A Survey. | Haoyang Li, Xin Wang, Wenwu Zhu |
| 2023 | IJCNN | Dynamic Edge Caching via Online Meta-RL. | Yinan Mao, Shiji Zhou, Haochen Liu, Zhi Wang, Wenwu Zhu |
| 2023 | KDD | Adaptive Disentangled Transformer for Sequential Recommendation. | Yipeng Zhang, Xin Wang, Hong Chen, Wenwu Zhu |
| 2023 | Mobiquitous | Deep Reinforcement Learning-Based Multi-node Collaborative Task Offloading Optimization in 6G Space-Air-Ground Integrated Networks. | Wang Li, Xin Chen, Libo Jiao, Wangzhong Ning, Wenwu Zhu |
| 2023 | SMC | Priority Scheduling Strategy for Reduced Energy Consumption in UAV-Aided 6G Green Mobile Edge Computing. | Wenwu Zhu, Xin Chen, Libo Jiao, Geyong Min, Yijie Wang |
| 2023 | WWW | Cross-domain Recommendation with Behavioral Importance Perception. | Hong Chen, Xin Wang, Ruobing Xie, Yuwei Zhou, Wenwu Zhu |
| 2023 | WWW | Tutorials at The Web Conference 2023. | Valeria Fionda, Olaf Hartig, Reyhaneh Abdolazimi, Sihem Amer-Yahia, Hongzhi Chen, Xiao Chen, Peng Cui, Jeffrey Dalton, Xin Luna Dong, Lisette Espn-Noboa, Wenqi Fan, Manuela Fritz, Quan Gan, Jingtong Gao, Xiaojie Guo, Torsten Hahmann, Jiawei Han, Soyeon Caren Han, Estevam Hruschka, Liang Hu, Jiaxin Huang, Utkarshani Jaimini, Olivier Jeunen, Yushan Jiang, Fariba Karimi, George Karypis, Krishnaram Kenthapadi, Himabindu Lakkaraju, Hady W. Lauw, Thai Le, Trung-Hoang Le, Dongwon Lee, Geon Lee, Liat Levontin, Cheng-Te Li, Haoyang Li, Ying Li, Jay Chiehen Liao, Qidong Liu, Usha Lokala, Ben London, Siqu Long, Hande Kk-McGinty, Yu Meng, Seungwhan Moon, Usman Naseem, Pradeep Natarajan, Behrooz Omidvar-Tehrani, Zijie Pan, Devesh Parekh, Jian Pei, Tiago Peixoto, Steven Pemberton, Josiah Poon, Filip Radlinski, Federico Rossetto, Kaushik Roy, Aghiles Salah, Mehrnoosh Sameki, Amit P. Sheth, Cogan Shimizu, Kijung Shin, Dongjin Song, Julia Stoyanovich, Dacheng Tao, Johanne R. Trippas, Quoc Truong, Yu-Che Tsai, Adaku Uchendu, Bram van den Akker, Lin Wang, Minjie Wang, Shoujin Wang, Xin Wang, Ingmar Weber, Henry Weld, Lingfei Wu, Da Xu, Yifan Ethan Xu, Shuyuan Xu, Bo Yang, Ke Yang, Elad Yom-Tov, Jaemin Yoo, Zhou Yu, Reza Zafarani, Hamed Zamani, Meike Zehlike, Qi Zhang, Xikun Zhang, Yongfeng Zhang, Yu Zhang, Zheng Zhang, Liang Zhao, Xiangyu Zhao, Wenwu Zhu |
| 2023 | WWW | Continual Few-shot Learning with Transformer Adaptation and Knowledge Regularization. | Xin Wang, Yue Liu, Jiapei Fan, Weigao Wen, Hui Xue, Wenwu Zhu |
| 2022 | AAAI | Learning to Solve Travelling Salesman Problem with Hardness-Adaptive Curriculum. | Zeyang Zhang, Ziwei Zhang, Xin Wang, Wenwu Zhu |
| 2022 | AISTATS | Online Continual Adaptation with Active Self-Training. | Shiji Zhou, Han Zhao, Shanghang Zhang, Lianzhe Wang, Heng Chang, Zhi Wang, Wenwu Zhu |
| 2022 | DASFAA | Inter-and-Intra Domain Attention Relational Inference for Rack Temperature Prediction in Data Center. | Fang Shen, Zhan Li, Bing Pan, Ziwei Zhang, Jialong Wang, Wendy Zhao, Xin Wang, Wenwu Zhu |
| 2022 | ECCV | Mixed-Precision Neural Network Quantization via Learned Layer-Wise Importance. | Chen Tang, Kai Ouyang, Zhi Wang, Yifei Zhu, Wen Ji, Yaowei Wang, Wenwu Zhu |
| 2022 | HPCC | Distance-aware Multi-Agent Reinforcement Learning for Task Offloading in MEC Network. | Lili Jiang, Lifeng Sun, Wenwu Zhu |
| 2022 | ICML | Auxiliary Learning with Joint Task and Data Scheduling. | Hong Chen, Xin Wang, Chaoyu Guan, Yue Liu, Wenwu Zhu |
| 2022 | ICML | DNA: Domain Generalization with Diversified Neural Averaging. | Xu Chu, Yujie Jin, Wenwu Zhu, Yasha Wang, Xin Wang, Shanghang Zhang, Hong Mei |
| 2022 | ICML | Parametric Visual Program Induction with Function Modularization. | Xuguang Duan, Xin Wang, Ziwei Zhang, Wenwu Zhu |
| 2022 | ICML | Large-Scale Graph Neural Architecture Search. | Chaoyu Guan, Xin Wang, Hong Chen, Ziwei Zhang, Wenwu Zhu |
| 2022 | ICML | Graph Neural Architecture Search Under Distribution Shifts. | Yijian Qin, Xin Wang, Ziwei Zhang, Pengtao Xie, Wenwu Zhu |
| 2022 | IJCAI | Domain Generalization through the Lens of Angular Invariance. | Yujie Jin, Xu Chu, Yasha Wang, Wenwu Zhu |
| 2022 | KDD | Uncovering the Heterogeneous Effects of Preference Diversity on User Activeness: A Dynamic Mixture Model. | Yunfei Lu, Peng Cui, Linyun Yu, Lei Li, Wenwu Zhu |
| 2022 | MMM | AdaConfigure: Reinforcement Learning-Based Adaptive Configuration for Video Analytics Services. | Zhaoliang He, Yuan Wang, Chen Tang, Zhi Wang, Wenwu Zhu, Chenyang Guo, Zhibo Chen |
| 2022 | WWW | Multimodal Continual Graph Learning with Neural Architecture Search. | Jie Cai, Xin Wang, Chaoyu Guan, Yateng Tang, Jin Xu, Bin Zhong, Wenwu Zhu |
| 2022 | SIGCOMM | Understanding 5G performance for real-world services: a content provider's perspective. | Xinjie Yuan, Mingzhou Wu, Zhi Wang, Yifei Zhu, Ming Ma, Junjian Guo, Zhi-Li Zhang, Wenwu Zhu |
| 2021 | AAAI | Power up! Robust Graph Convolutional Network via Graph Powering. | Ming Jin, Heng Chang, Wenwu Zhu, Somayeh Sojoudi |
| 2021 | AAAI | MetaDelta: A Meta-Learning System for Few-shot Image Classification. | Yudong Chen, Chaoyu Guan, Zhikun Wei, Xin Wang, Wenwu Zhu |
| 2021 | CIKM | Spectral Graph Attention Network with Fast Eigen-approximation. | Heng Chang, Yu Rong, Tingyang Xu, Wenbing Huang, Somayeh Sojoudi, Junzhou Huang, Wenwu Zhu |
| 2021 | CIKM | Meta Hyperparameter Optimization with Adversarial Proxy Subsets Sampling. | Yue Liu, Xin Wang, Xue Xu, Jianbo Yang, Wenwu Zhu |
| 2021 | CIKM | Conditional Graph Attention Networks for Distilling and Refining Knowledge Graphs in Recommendation. | Ke Tu, Peng Cui, Daixin Wang, Zhiqiang Zhang, Jun Zhou, Yuan Qi, Wenwu Zhu |
| 2021 | CIKM | AutoIAS: Automatic Integrated Architecture Searcher for Click-Trough Rate Prediction. | Zhikun Wei, Xin Wang, Wenwu Zhu |
| 2021 | ICDM | GQNAS: Graph Q Network for Neural Architecture Search. | Yijian Qin, Xin Wang, Peng Cui, Wenwu Zhu |
| 2021 | ICML | Explainable Automated Graph Representation Learning with Hyperparameter Importance. | Xin Wang, Shuyi Fan, Kun Kuang, Wenwu Zhu |
| 2021 | ICML | AutoAttend: Automated Attention Representation Search. | Chaoyu Guan, Xin Wang, Wenwu Zhu |
| 2021 | ICONIP | An Adaptive Logarithm Quantization Method for DNN Compression. | Yuan Wang, Zhaoliang He, Chen Tang, Zhi Wang, Wenwu Zhu |
| 2021 | IJCAI | Automated Machine Learning on Graphs: A Survey. | Ziwei Zhang, Xin Wang, Wenwu Zhu |
| 2021 | IJCNN | STG-Meta: Spatial-Temporal Graph Meta-Learning for Traffic Forecasting. | Jiadong Li, Wang Pan, Qipu Deng, Zhi Wang, Wenwu Zhu |
| 2021 | IJCNN | STSIR: A Spatial Temporal Pandemic Model with Mobility Data - A COVID-19 Study. | Wang Pan, Qipu Deng, Jiadong Li, Zhi Wang, Wenwu Zhu |
| 2021 | INFOCOM | Joint Cache Size Scaling and Replacement Adaptation for Small Content Providers. | Jiahui Ye, Zichun Li, Zhi Wang, Zhuobin Zheng, Han Hu, Wenwu Zhu |
| 2021 | KDD | Curriculum Meta-Learning for Next POI Recommendation. | Yudong Chen, Xin Wang, Miao Fan, Jizhou Huang, Shengwen Yang, Wenwu Zhu |
| 2021 | KDD | Signed Graph Neural Network with Latent Groups. | Haoxin Liu, Ziwei Zhang, Peng Cui, Yafeng Zhang, Qiang Cui, Jiashuo Liu, Wenwu Zhu |
| 2021 | KDD | Automated Machine Learning on Graph. | Xin Wang, Wenwu Zhu |
| 2020 | AAAI | A Restricted Black-Box Adversarial Framework Towards Attacking Graph Embedding Models. | Heng Chang, Yu Rong, Tingyang Xu, Wenbing Huang, Honglei Zhang, Peng Cui, Wenwu Zhu, Junzhou Huang |
| 2020 | AAAI | Preserving Ordinal Consensus: Towards Feature Selection for Unlabeled Data. | Jun Guo, Heng Chang, Wenwu Zhu |
| 2020 | CVPR | Fast Hardware-Aware Neural Architecture Search. | Li Lyna Zhang, Yuqing Yang, Yuhang Jiang, Wenwu Zhu, Yunxin Liu |
| 2020 | ICPR | Multi-modal Contextual Graph Neural Network for Text Visual Question Answering. | Yaoyuan Liang, Xin Wang, Xuguang Duan, Wenwu Zhu |
| 2020 | IECON | Speed Regulation for PMSM Based on Fixed-time Sliding Mode Control. | Linan Wang, Bo Yu, Haibo Du, Di Wu, Wenwu Zhu, Shihong Ding |
| 2020 | KDD | Disentangled Self-Supervision in Sequential Recommenders. | Jianxin Ma, Chang Zhou, Hongxia Yang, Peng Cui, Xin Wang, Wenwu Zhu |
| 2019 | AAAI | Discrete Social Recommendation. | Chenghao Liu, Xin Wang, Tao Lu, Wenwu Zhu, Jianling Sun, Steven C. H. Hoi |
| 2019 | AAAI | To Find Where You Talk: Temporal Sentence Localization in Video with Attention Based Location Regression. | Yitian Yuan, Tao Mei, Wenwu Zhu |
| 2019 | CVPR | Learning to Learn Image Classifiers With Visual Analogy. | Linjun Zhou, Peng Cui, Shiqiang Yang, Wenwu Zhu, Qi Tian |
| 2019 | ICML | Disentangled Graph Convolutional Networks. | Jianxin Ma, Peng Cui, Kun Kuang, Xin Wang, Wenwu Zhu |
| 2019 | IJCAI | Disparity-preserved Deep Cross-platform Association for Cross-platform Video Recommendation. | Shengze Yu, Xin Wang, Wenwu Zhu, Peng Cui, Jingdong Wang |
| 2019 | KDD | Learning From Networks: Algorithms, Theory, and Applications. | Xiao Huang, Peng Cui, Yuxiao Dong, Jundong Li, Huan Liu, Jian Pei, Le Song, Jie Tang, Fei Wang, Hongxia Yang, Wenwu Zhu |
| 2019 | KDD | Fates of Microscopic Social Ecosystems: Keep Alive or Dead? | Haoyang Li, Peng Cui, Chengxi Zang, Tianyang Zhang, Wenwu Zhu, Yishi Lin |
| 2019 | KDD | Uncovering the Co-driven Mechanism of Social and Content Links in User Churn Phenomena. | Yunfei Lu, Linyun Yu, Peng Cui, Chengxi Zang, Renzhe Xu, Yihao Liu, Lei Li, Wenwu Zhu |
| 2019 | KDD | AutoNE: Hyperparameter Optimization for Massive Network Embedding. | Ke Tu, Jianxin Ma, Peng Cui, Jian Pei, Wenwu Zhu |
| 2019 | KDD | Social Recommendation with Optimal Limited Attention. | Xin Wang, Wenwu Zhu, Chenghao Liu |
| 2019 | KDD | Uncovering Pattern Formation of Information Flow. | Chengxi Zang, Peng Cui, Chaoming Song, Wenwu Zhu, Fei Wang |
| 2019 | KDD | Dynamical Origins of Distribution Functions. | Chengxi Zang, Peng Cui, Wenwu Zhu, Fei Wang |
| 2019 | KDD | Robust Graph Convolutional Networks Against Adversarial Attacks. | Dingyuan Zhu, Ziwei Zhang, Peng Cui, Wenwu Zhu |
| 2018 | AAAI | Partial Multi-View Outlier Detection Based on Collective Learning. | Jun Guo, Wenwu Zhu |
| 2018 | AAAI | Dependence Guided Unsupervised Feature Selection. | Jun Guo, Wenwu Zhu |
| 2018 | AAAI | DepthLGP: Learning Embeddings of Out-of-Sample Nodes in Dynamic Networks. | Jianxin Ma, Peng Cui, Wenwu Zhu |
| 2018 | AAAI | Structural Deep Embedding for Hyper-Networks. | Ke Tu, Peng Cui, Xiao Wang, Fei Wang, Wenwu Zhu |
| 2018 | AAAI | Deep Asymmetric Transfer Network for Unbalanced Domain Adaptation. | Daixin Wang, Peng Cui, Wenwu Zhu |
| 2018 | AAAI | TIMERS: Error-Bounded SVD Restart on Dynamic Networks. | Ziwei Zhang, Peng Cui, Jian Pei, Xiao Wang, Wenwu Zhu |
| 2018 | ICDM | Collective Human Behavior in Cascading System: Discovery, Modeling and Applications. | Yunfei Lu, Linyun Yu, Tianyang Zhang, Chengxi Zang, Peng Cui, Chaoming Song, Wenwu Zhu |
| 2018 | ICDM | Billion-Scale Network Embedding with Iterative Random Projection. | Ziwei Zhang, Peng Cui, Haoyang Li, Xiao Wang, Wenwu Zhu |
| 2018 | ICPADS | JALAD: Joint Accuracy-And Latency-Aware Deep Structure Decoupling for Edge-Cloud Execution. | Hongshan Li, Chenghao Hu, Jingyan Jiang, Zhi Wang, Yonggang Wen, Wenwu Zhu |
| 2018 | IECON | Attitude Trajectory Planning and Finite-Time Attitude Tracking Control for a Quadrotor Aircraft. | Jun Zhang, Haibo Du, Wenwu Zhu, Guanghui Wen |
| 2018 | KDD | Learning-to-Ask: Knowledge Acquisition via 20 Questions. | Yihong Chen, Bei Chen, Xuguang Duan, Jian-Guang Lou, Yue Wang, Wenwu Zhu, Yong Cao |
| 2018 | KDD | Sketched Follow-The-Regularized-Leader for Online Factorization Machine. | Luo Luo, Wenpeng Zhang, Zhihua Zhang, Wenwu Zhu, Tong Zhang, Jian Pei |
| 2018 | KDD | Hierarchical Taxonomy Aware Network Embedding. | Jianxin Ma, Peng Cui, Xiao Wang, Wenwu Zhu |
| 2018 | KDD | Deep Recursive Network Embedding with Regular Equivalence. | Ke Tu, Peng Cui, Xiao Wang, Philip S. Yu, Wenwu Zhu |
| 2018 | KDD | Learning and Interpreting Complex Distributions in Empirical Data. | Chengxi Zang, Peng Cui, Wenwu Zhu |
| 2018 | KDD | Arbitrary-Order Proximity Preserved Network Embedding. | Ziwei Zhang, Peng Cui, Xiao Wang, Jian Pei, Xuanrong Yao, Wenwu Zhu |
| 2018 | KDD | Deep Variational Network Embedding in Wasserstein Space. | Dingyuan Zhu, Peng Cui, Daixin Wang, Wenwu Zhu |
| 2018 | MOBICOM | Wireless Caching in Large-Scale Edge Access Points: A Local Distributed Approach. | Ge Ma, Zhi Wang, Jiahui Ye, Wenwu Zhu |
| 2018 | NOSSDAV | Understanding Gaming Experience in Mobile Multiplayer Online Battle Arena Games. | Chou Mo, Guowei Zhu, Zhi Wang, Wenwu Zhu |
| 2018 | WWW | Online Compact Convexified Factorization Machine. | Xiao Lin, Wenpeng Zhang, Min Zhang, Wenwu Zhu, Jian Pei, Peilin Zhao, Junzhou Huang |
| 2018 | WWW | Joint User- and Event- Driven Stable Social Event Organization. | Xin Wang, Wenwu Zhu, Chun Chen, Martin Ester |
| 2017 | AAAI | Community Preserving Network Embedding. | Xiao Wang, Peng Cui, Jing Wang, Jian Pei, Wenwu Zhu, Shiqiang Yang |
| 2017 | ICML | Projection-free Distributed Online Learning in Networks. | Wenpeng Zhang, Peilin Zhao, Wenwu Zhu, Steven C. H. Hoi, Tong Zhang |
| 2017 | IJCAI | Depression Detection via Harvesting Social Media: A Multimodal Dictionary Learning Solution. | Guangyao Shen, Jia Jia, Liqiang Nie, Fuli Feng, Cunjun Zhang, Tianrui Hu, Tat-Seng Chua, Wenwu Zhu |
| 2017 | INFOCOM | ButterFly: Mobile collaborative rendering over GPU workload migration. | Chao Wu, Yaoxue Zhang, Lan Zhang, Bowen Yang, Xu Chen, Wenwu Zhu, Lili Qiu |
| 2017 | IECON | Distributed formation control of multiple quadrotor aircraft based on quaternion. | Qingchun Jin, Wenwu Zhu, Haibo Du, Di Wu, Guanghui Wen |
| 2017 | KDD | Long Short Memory Process: Modeling Growth Dynamics of Microscopic Social Connectivity. | Chengxi Zang, Peng Cui, Christos Faloutsos, Wenwu Zhu |
| 2017 | WWW | Quantifying Structural Patterns of Information Cascades. | Chengxi Zang, Peng Cui, Chaoming Song, Christos Faloutsos, Wenwu Zhu |
| 2016 | GLOBECOM | User Mapping Strategies in Multi-Cloud Streaming: A Data-Driven Approach. | Guowei Zhu, Chou Mo, Zhi Wang, Wenwu Zhu |
| 2016 | ICARCV | Fixed-time synchronization of a class of second-order nonlinear multi-agent systems. | Hua Li, Haibo Du, Chen Yang, Wenwu Zhu, Xiangyu Wang |
| 2016 | KDD | Asymmetric Transitivity Preserving Graph Embedding. | Mingdong Ou, Peng Cui, Jian Pei, Ziwei Zhang, Wenwu Zhu |
| 2016 | KDD | Structural Deep Network Embedding. | Daixin Wang, Peng Cui, Wenwu Zhu |
| 2016 | KDD | Come-and-Go Patterns of Group Evolution: A Dynamic Model. | Tianyang Zhang, Peng Cui, Christos Faloutsos, Yunfei Lu, Hao Ye, Wenwu Zhu, Shiqiang Yang |
| 2015 | AAAI | Probabilistic Attributed Hashing. | Mingdong Ou, Peng Cui, Jun Wang, Fei Wang, Wenwu Zhu |
| 2015 | IJCAI | Deep Multimodal Hashing with Orthogonal Regularization. | Daixin Wang, Peng Cui, Mingdong Ou, Wenwu Zhu |
| 2015 | KDD | Non-transitive Hashing with Latent Similarity Components. | Mingdong Ou, Peng Cui, Fei Wang, Jun Wang, Wenwu Zhu |
| 2014 | INFOCOM | Joint online transcoding and geo-distributed delivery for dynamic adaptive streaming. | Zhi Wang, Lifeng Sun, Chuan Wu, Wenwu Zhu, Shiqiang Yang |
| 2014 | KDD | FEMA: flexible evolutionary multi-faceted analysis for dynamic behavioral pattern discovery. | Meng Jiang, Peng Cui, Fei Wang, Xinran Xu, Wenwu Zhu, Shiqiang Yang |
| 2013 | KDD | Cascading outbreak prediction in networks: a data-driven approach. | Peng Cui, Shifei Jin, Linyun Yu, Fei Wang, Wenwu Zhu, Shiqiang Yang |
| 2013 | KDD | Comparing apples to oranges: a scalable solution with heterogeneous hashing. | Mingdong Ou, Peng Cui, Fei Wang, Jun Wang, Wenwu Zhu, Shiqiang Yang |
| 2013 | MMM | Social Visual Image Ranking for Web Image Search. | Shaowei Liu, Peng Cui, Huan-Bo Luan, Wenwu Zhu, Shiqiang Yang, Qi Tian |
| 2012 | CIKM | Social contextual recommendation. | Meng Jiang, Peng Cui, Rui Liu, Qiang Yang, Fei Wang, Wenwu Zhu, Shiqiang Yang |
| 2012 | CIKM | Social recommendation across multiple relational domains. | Meng Jiang, Peng Cui, Fei Wang, Qiang Yang, Wenwu Zhu, Shiqiang Yang |
| 2012 | ICASSP | Virtual mixer: Real-time audio mixing across clients and the cloud for multiparty conferencing. | Jun Liao, Chun Yuan, Wenwu Zhu, Philip A. Chou |
| 2012 | ICASSP | 3D scene reconstruction by multiple structured-light based commodity depth cameras. | Jianfeng Wang, Cha Zhang, Wenwu Zhu, Zhengyou Zhang, Zixiang Xiong, Philip A. Chou |
| 2012 | ICIP | Block-based variable density compressed image sampling. | Wei Qiao, Bin Liu, Zixiang Xiong, Gonzalo R. Arce, Javier Garcia-Fras, Wenwu Zhu, Zhisheng Yan |
| 2012 | MICCAI | Fast Segmentation of Abdominal Wall: Application to Sliding Effect Removal for Non-rigid Registration. | Wenwu Zhu, Stphane Nicolau, Luc Soler, Alexandre Hostettler, Jacques Marescaux, Yves Rmond |
| 2012 | VCIP | Sparse representation of texture patches for low bit-rate image compression. | Mai Xu, Jianhua Lu, Wenwu Zhu |
| 2007 | WCNC | Impact of Link Distance on End-to-End Throughput in Multi-Rate, Multi-Hop Wireless Networks. | Xiaoxin Wu, Gang Ding, Wenwu Zhu |
| 2005 | GLOBECOM | STODER: a robust and efficient algorithm for handling spurious retransmit timeouts in TCP. | Kun Tan, Qian Zhang, Wenwu Zhu |
| 2005 | ICASSP | Coding assisted iterative channel estimation for impulse radio ultra-wide band communication systems. | Yabo Li, Xiang-Gen Xia, Richard Yao, Wenwu Zhu |
| 2005 | ICDCS | Localized Low-Power Topology Control Algorithms in IEEE 802.15.4-Based Sensor Networks. | Jian Ma, Min Gao, Qian Zhang, Lionel M. Ni, Wenwu Zhu |
| 2005 | ICNP | Efficient Hop ID based Routing for Sparse Ad Hoc Networks. | Yao Zhao, Bo Li, Qian Zhang, Yan Chen, Wenwu Zhu |
| 2005 | INFOCOM | Bounding the power rate function of wireless ad hoc networks. | Yunnan Wu, Qian Zhang, Wenwu Zhu, Sun-Yuan Kung |
| 2005 | MOBIHOC | Modelling and performance analysis of the distributed scheduler in IEEE 802.16 mesh mode. | Min Cao, Wenchao Ma, Qian Zhang, Xiaodong Wang, Wenwu Zhu |
| 2004 | INFOCOM | Lateral Error Recovery for Application-Level Multicast. | Kin Fung Simon Wong, S.-H. Gary Chan, Wan-Ching Wong, Qian Zhang, Wenwu Zhu, Ya-Qin Zhang |
| 2004 | INFOCOM | Streaming and Bit Allocation for Scalable Video over Mobile Wireless Internet. | Fan Yang, Qian Zhang, Wenwu Zhu, Ya-Qin Zhang |
| 2004 | IWQoS | Mobility assisted optimal routing in noninterfering mobile ad hoc networks. | Jihui Zhang, Yunnan Wu, Qian Zhang, Bo Li, Wenwu Zhu, Sun-Yuan Kung |
| 2003 | GLOBECOM | Selecting path-diversified servers in content distribution networks. | Meng Guo, Qian Zhang, Wenwu Zhu |
| 2003 | GLOBECOM | Shortest path routing in partially connected ad hoc networks. | Kun Tan, Qian Zhang, Wenwu Zhu |
| 2003 | GLOBECOM | A power efficient M-ary orthogonal pulse polarity modulation for TH-UWB system using modified OVSF codes. | Weiyu Xu, Richard Yao, Zihua Guo, Wenwu Zhu, Zucheng Zhou |
| 2003 | GLOBECOM | UWB multipath channel model based on time-domain UTD technique. | Richard Yao, Grace Gao, Zhengqi Chen, Wenwu Zhu |
| 2003 | GLOBECOM | MultiServ: congestion alleviation using overlay network. | Xinyan Zhang, Gang Song, Qian Zhang, Wenwu Zhu, Tak-Shing Peter Yum |
| 2003 | GLOBECOM | Distributed MAC adaptation for WLAN QoS differentiation. | Jun Zhao, Zihua Guo, Qian Zhang, Wenwu Zhu |
| 2003 | ISCAS | Video broadcasting over MIMO-OFDM systems. | Zhu Ji, Qian Zhang, Wenwu Zhu, Jianhua Lu, Ya-Qin Zhang |
| 2003 | ISCAS | An end-to-end rate control protocol for multimedia streaming in wired-cum-wireless environments. | Kun Tan, Qian Zhang, Wenwu Zhu |
| 2003 | ISCAS | Cache replacement and server selection for video proxy across wireless Internet. | Zhe Xiang, Qian Zhang, Wenwu Zhu |
| 2003 | ISCAS | Optimal joint source-channel bit allocation for MPEG-4 fine granularity scalable video over OFDM system. | Jizheng Xu, Qian Zhang, Wenwu Zhu, Xiang-Gen Xia, Ya-Qin Zhang |
| 2002 | GLOBECOM | gMeasure: a group-based network performance measurement service for peer-to-peer applications. | Xinyan Zhang, Jiangchuan Liu, Qian Zhang, Wenwu Zhu |
| 2002 | GLOBECOM | Performance study of MAC for service differentiation in IEEE 802.11. | Jun Zhao, Zihua Guo, Qian Zhang, Wenwu Zhu |
| 2002 | ICASSP | Precoded OFDM with adaptive vector channelallocation for scalable video transmission over frequency-selective fading channels. | Hong Zhang, Xiang-Gen Xia, Qian Zhang, Wenwu Zhu |
| 2002 | ISCAS | Third-generation and beyond (3.5G) wireless networks and its applications. | Robert C. Qiu, Wenwu Zhu, Ya-Qin Zhang |
| 2002 | VTC | Performance study of OFDMA vs. OFDM/SDMA. | Zihua Guo, Wenwu Zhu |
| 2001 | GLOBECOM | Optimal allocation of packet-level and byte-level FEC in video multicasting over wired and wireless networks. | T. W. Angus Lee, S.-H. Gary Chan, Qian Zhang, Wenwu Zhu, Ya-Qin Zhang |
| 2001 | GLOBECOM | A scalable bit-stream packetization and adaptive rate control framework for object-based video multicast. | Jiangchuan Liu, Huai-Rong Shao, Bo Li, Wenwu Zhu, Ya-Qin Zhang |
| 2001 | GLOBECOM | Channel-adaptive error protection for scalable audio streaming over wireless Internet. | Guijin Wang, Qian Zhang, Wenwu Zhu, Jianping Zhou |
| 2001 | GLOBECOM | Cost-based replacement policy for multimedia proxy across wireless Internet. | Zhe Xiang, Qian Zhang, Wenwu Zhu, Yuzhuo Zhong |
| 2001 | GLOBECOM | Wavelet-based smoothing and multiplexing of VBR video traffic. | Dejian Ye, Zixiang Xiong, Huai-Rong Shao, Qiufeng Wu, Wenwu Zhu |
| 2001 | ICIP | Network-adaptive scalable video streaming over 3G wireless network. | Qian Zhang, Wenwu Zhu, Ya-Qin Zhang |
| 2001 | ISCAS | A sender-adaptive and receiver-driven layered multicast scheme for video over Internet. | Quji Guo, Qian Zhang, Wenwu Zhu, Ya-Qin Zhang |
| 2001 | ISCAS | A power-optimized joint source channel coding for scalable video streaming over wireless channel. | Qian Zhang, Wenwu Zhu, Zhu Ji, Ya-Qin Zhang |
| 2001 | ISCAS | Network-adaptive rate control with unequal loss protection for scalable video over Internet. | Wenwu Zhu, Qian Zhang, Ya-Qin Zhang |
| 2001 | MMSP | End-to-end power-optimized video communication over wireless channels. | Zhu Ji, Qian Zhang, Wenwu Zhu, Ya-Qin Zhang |
| 2001 | MMSP | Error resilient scalable audio coding (ERSAC) for mobile applications. | Jianping Zhou, Qian Zhang, Zixiang Xiong, Wenwu Zhu |
| 2001 | VTC | Joint power control and source-channel coding for video communication over wireless networks. | Zhu Ji, Qian Zhang, Wenwu Zhu, Jianhua Lu, Ya-Qin Zhang |
| 2001 | VCIP | Channel-adaptive unequal error protection for scalable video transmission over wireless channel. | Guijin Wang, Qian Zhang, Wenwu Zhu, Ya-Qin Zhang |
| 2000 | ICIP | Scalable Object-Based Video Multicasting over the Internet. | Huai-Rong Shao, Wenwu Zhu, Ya-Qin Zhang |
| 2000 | ISCAS | Object-based multiresolution watermarking of images and video. | Xiaoyun Wu, Wenwu Zhu, Zixiang Xiong, Ya-Qin Zhang |
| 2000 | ISCAS | Adaptive QOS control for MPEG-4 video communication over wireless channels. | Dapeng Oliver Wu, Yiwei Thomas Hou, Ya-Qin Zhang, Wenwu Zhu, H. Jonathan Chao |
| 2000 | ISCAS | Resource allocation for audio and video streaming over the Internet. | Qian Zhang, Ya-Qin Zhang, Wenwu Zhu |
| 2000 | WCNC | An FEC-based error control scheme for wireless MPEG-4 video transmission. | Jianfei Cai, Qian Zhang, Wenwu Zhu, Chang Wen Chen |
| 2000 | WCNC | Resource allocation with adaptive QoS for multimedia transmission over W-CDMA channels. | Qian Zhang, Wenwu Zhu, Guijin Wang, Ya-Qin Zhang |
| 2000 | VCIP | User- and content-aware object-based video streaming over the Internet. | Huai-Rong Shao, Wenwu Zhu, Ya-Qin Zhang |
| 1999 | ICIP | An End-To-End Architecture for Mpeg-4 Video Streaming over the Internet. | Yiwei Thomas Hou, Dapeng Wu, Wenwu Zhu, Hung-Ju Lee, Ti-Hao Chiang, Ya-Qin Zhang |
| 1999 | ICIP | Perceptual Quantization for Predictive Coding of Images. | Kyeong Ho Yang, A. Farid Faryar, Wenwu Zhu |
| 1999 | ISCAS | MPEG4 compressed video over the Internet. | Dapeng Wu, Y. Thomas Hou, Wenwu Zhu, Ya-Qin Zhang, H. Jonathan Chao |
| 1998 | ICIP | Multiresolution Watermarking for Images and Video: A Unified Approach. | Wenwu Zhu, Zixiang Xiong, Ya-Qin Zhang |
| 1997 | ICIP | Regularized Total Least Squares Reconstruction for Optical Tomographic Imaging Using Conjugate Gradient Method. | Wenwu Zhu, Yao Wang, Nikolas P. Galatsanos, Jun Zhang |
| 1997 | MMSP | Modeling and simulation of MPEG-2 video transport over ATM networks considering the jitter effect. | Wenwu Zhu, Yiwei Thomas Hou, Yao Wang, Ya-Qin Zhang |