| 2026 | AAAI | MMhops-R1: Multimodal Multi-hop Reasoning. | Tao Zhang, Ziqi Zhang, Zongyang Ma, Yuxin Chen, Bing Li, Chunfeng Yuan, Guangting Wang, Fengyun Rao, Ying Shan, Weiming Hu |
| 2026 | ACL | Making MLLMs Blind: Adversarial Smuggling Attacks in MLLM Content Moderation. | Zhiheng Li, Zongyang Ma, Yuntong Pan, Ziqi Zhang, Xiaolei Lv, Bo Li, Jun Gao, Jianing Zhang, Chunfeng Yuan, Bing Li, Weiming Hu |
| 2026 | ACL | LaMPE: Length-aware Multi-grained Positional Encoding for Adaptive Long-context Scaling Without Training. | Sikui Zhang, Guangze Gao, Ziyun Gan, Chunfeng Yuan, Zefeng Lin, Houwen Peng, Bing Li, Weiming Hu |
| 2025 | CVPR | Learning from Neighbors: Category Extrapolation for Long-Tail Learning. | Shizhen Zhao, Xin Wen, Jiahui Liu, Chuofan Ma, Chunfeng Yuan, Xiaojuan Qi |
| 2025 | DASFAA | FHCF: Fully-Hyperbolic Symmetric Graph Learning for Collaborative Filtering. | Guanghui Zhu, Wang Lu, Chunfeng Yuan, Yihua Huang |
| 2025 | EMNLP | D-RAG: Differentiable Retrieval-Augmented Generation for Knowledge Graph Question Answering. | Guangze Gao, Zixuan Li, Chunfeng Yuan, Jiawei Li, Wu Jianzhuo, Yuehao Zhang, Xiaolong Jin, Bing Li, Weiming Hu |
| 2025 | EMNLP | Mitigating Hallucinations in Large Vision-Language Models by Self-Injecting Hallucinations. | Yifan Lu, Ziqi Zhang, Chunfeng Yuan, Jun Gao, Congxuan Zhang, Xiaojuan Qi, Bing Li, Weiming Hu |
| 2025 | ICCV | VisionMath: Vision-Form Mathematical Problem-Solving. | Zongyang Ma, Yuxin Chen, Ziqi Zhang, Zhongang Oi, Chunfeng Yuan, Shaojie Zhu, Chengxiang Zhuo, Bing Li, Ye Liu, Zang Li, Ying Shan, Weiming Hu |
| 2025 | ICML | RZ-NAS: Enhancing LLM-guided Neural Architecture Search via Reflective Zero-Cost Strategy. | Zipeng Ji, Guanghui Zhu, Chunfeng Yuan, Yihua Huang |
| 2025 | KDD | AffinityTune: A Prompt-Tuning Framework for Few-Shot Anomaly Detection on Graphs. | Jingyan Chen, Guanghui Zhu, Guansong Pang, Chunfeng Yuan, Yihua Huang |
| 2024 | AAAI | Set Prediction Guided by Semantic Concepts for Diverse Video Captioning. | Yifan Lu, Ziqi Zhang, Chunfeng Yuan, Peng Li, Yan Wang, Bing Li, Weiming Hu |
| 2024 | COLING | Semantics-enhanced Cross-modal Masked Image Modeling for Vision-Language Pre-training. | Haowei Liu, Yaya Shi, Haiyang Xu, Chunfeng Yuan, Qinghao Ye, Chenliang Li, Ming Yan, Ji Zhang, Fei Huang, Bing Li, Weiming Hu |
| 2024 | COLING | Unifying Latent and Lexicon Representations for Effective Video-Text Retrieval. | Haowei Liu, Yaya Shi, Haiyang Xu, Chunfeng Yuan, Qinghao Ye, Chenliang Li, Ming Yan, Ji Zhang, Fei Huang, Bing Li, Weiming Hu |
| 2024 | CVPR | How to Make Cross Encoder a Good Teacher for Efficient Image-Text Retrieval? | Yuxin Chen, Zongyang Ma, Ziqi Zhang, Zhongang Qi, Chunfeng Yuan, Bing Li, Junfu Pu, Ying Shan, Xiaojuan Qi, Weiming Hu |
| 2024 | ECCV | PromptIQA: Boosting the Performance and Generalization for No-Reference Image Quality Assessment via Prompts. | Zewen Chen, Haina Qin, Juan Wang, Chunfeng Yuan, Bing Li, Weiming Hu, Liang Wang |
| 2024 | ECCV | EA-VTR: Event-Aware Video-Text Retrieval. | Zongyang Ma, Ziqi Zhang, Yuxin Chen, Zhongang Qi, Chunfeng Yuan, Bing Li, Yingmin Luo, Xu Li, Xiaojuan Qi, Ying Shan, Weiming Hu |
| 2024 | EMNLP | MIBench: Evaluating Multimodal Large Language Models over Multiple Images. | Haowei Liu, Xi Zhang, Haiyang Xu, Yaya Shi, Chaoya Jiang, Ming Yan, Ji Zhang, Fei Huang, Chunfeng Yuan, Bing Li, Weiming Hu |
| 2024 | ICLR | Boosting Graph Anomaly Detection with Adaptive Message Passing. | Jingyan Chen, Guanghui Zhu, Chunfeng Yuan, Yihua Huang |
| 2024 | ICPR | Mining Long Short-Term Evolution Patterns for Temporal Knowledge Graph Reasoning. | Fengyi Wang, Guanghui Zhu, Haojun Hou, Chunfeng Yuan, Yihua Huang |
| 2024 | KDD | Automatic Multi-Task Learning Framework with Neural Architecture Search in Recommendations. | Shen Jiang, Guanghui Zhu, Yue Wang, Chunfeng Yuan, Yihua Huang |
| 2024 | SIGIR | LLM-enhanced Cascaded Multi-level Learning on Temporal Heterogeneous Graphs. | Fengyi Wang, Guanghui Zhu, Chunfeng Yuan, Yihua Huang |
| 2023 | APWEB | CoTE: A Flexible Method for Joint Learning of Topic and Embedding Models. | Bo Zhao, Chunfeng Yuan, Yihua Huang |
| 2023 | CVPR | ViLEM: Visual-Language Error Modeling for Image-Text Retrieval. | Yuxin Chen, Zongyang Ma, Ziqi Zhang, Zhongang Qi, Chunfeng Yuan, Ying Shan, Bing Li, Weiming Hu, Xiaohu Qie, Jianping Wu |
| 2023 | ICCV | Order-Prompted Tag Sequence Generation for Video Tagging. | Zongyang Ma, Ziqi Zhang, Yuxin Chen, Zhongang Qi, Yingmin Luo, Zekun Li, Chunfeng Yuan, Bing Li, Xiaohu Qie, Ying Shan, Weiming Hu |
| 2023 | ICDE | AutoAC: Towards Automated Attribute Completion for Heterogeneous Graph Neural Network. | Guanghui Zhu, Zhennan Zhu, Wenjie Wang, Zhuoer Xu, Chunfeng Yuan, Yihua Huang |
| 2023 | ICDM | STSD: Modeling Spatial Temporal Staticity and Dynamicity in Traffic Forecasting. | Guanghui Zhu, Haojun Hou, Peiliang Wang, Chunfeng Yuan, Yihua Huang |
| 2023 | SIGIR | AdaMCL: Adaptive Fusion Multi-View Contrastive Learning for Collaborative Filtering. | Guanghui Zhu, Wang Lu, Chunfeng Yuan, Yihua Huang |
| 2022 | ACCV | Teacher-Guided Learning for Blind Image Quality Assessment. | Zewen Chen, Juan Wang, Bing Li, Chunfeng Yuan, Weihua Xiong, Rui Cheng, Weiming Hu |
| 2022 | CIKM | Towards Self-supervised Learning on Graphs with Heterophily. | Jingfan Chen, Guanghui Zhu, Yifan Qi, Chunfeng Yuan, Yihua Huang |
| 2022 | CVPR | EMScore: Evaluating Video Captioning via Coarse-Grained and Fine-Grained Embedding Matching. | Yaya Shi, Xu Yang, Haiyang Xu, Chunfeng Yuan, Bing Li, Weiming Hu, Zheng-Jun Zha |
| 2022 | CVPR | Improving Visual Grounding with Visual-Linguistic Verification and Iterative Reasoning. | Li Yang, Yan Xu, Chunfeng Yuan, Wei Liu, Bing Li, Weiming Hu |
| 2022 | ICDE | PSP: Progressive Space Pruning for Efficient Graph Neural Architecture Search. | Guanghui Zhu, Wenjie Wang, Zhuoer Xu, Feng Cheng, Mengchuan Qiu, Chunfeng Yuan, Yihua Huang |
| 2022 | ICIP | Learnable Pixel Clustering Via Structure and Semantic Dual Constraints for Unsupervised Image Segmentation. | Bo Wang, Shiang Wang, Chunfeng Yuan, Zhonghai Wu, Bing Li, Weiming Hu, Jeffrey Xiong |
| 2022 | KDD | Knowledge-enhanced Black-box Attacks for Recommendations. | Jingfan Chen, Wenqi Fan, Guanghui Zhu, Xiangyu Zhao, Chunfeng Yuan, Qing Li, Yihua Huang |
| 2022 | PRICAI | Evolutionary Automated Feature Engineering. | Guanghui Zhu, Shen Jiang, Xu Guo, Chunfeng Yuan, Yihua Huang |
| 2022 | SIGIR | AutoGSR: Neural Architecture Search for Graph-based Session Recommendation. | Jingfan Chen, Guanghui Zhu, Haojun Hou, Chunfeng Yuan, Yihua Huang |
| 2022 | SIGIR | NAS-CTR: Efficient Neural Architecture Search for Click-Through Rate Prediction. | Guanghui Zhu, Feng Cheng, Defu Lian, Chunfeng Yuan, Yihua Huang |
| 2022 | WSDM | Pretraining Multi-modal Representations for Chinese NER Task with Cross-Modality Attention. | Chengcheng Mai, Mengchuan Qiu, Kaiwen Luo, Ziyan Peng, Jian Liu, Chunfeng Yuan, Yihua Huang |
| 2022 | USENIX | Meces: Latency-efficient Rescaling via Prioritized State Migration for Stateful Distributed Stream Processing Systems. | Rong Gu, Han Yin, Weichang Zhong, Chunfeng Yuan, Yihua Huang |
| 2021 | AAAI | DPFPS: Dynamic and Progressive Filter Pruning for Compressing Convolutional Neural Networks from Scratch. | Xiaofeng Ruan, Yufan Liu, Bing Li, Chunfeng Yuan, Weiming Hu |
| 2021 | CVPR | Open-Book Video Captioning With Retrieve-Copy-Generate Network. | Ziqi Zhang, Zhongang Qi, Chunfeng Yuan, Ying Shan, Bing Li, Ying Deng, Weiming Hu |
| 2021 | ICCV | Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition. | Yuxin Chen, Ziqi Zhang, Chunfeng Yuan, Bing Li, Ying Deng, Weiming Hu |
| 2021 | ICPADS | UniGPS: A Unified Programming Framework for Distributed Graph Processing. | Zhaokang Wang, Junhong Li, Yifan Qi, Guanghui Zhu, Chunfeng Yuan, Yihua Huang |
| 2021 | PAKDD | Progressive AutoSpeech: An Efficient and General Framework for Automatic Speech Classification. | Guanghui Zhu, Feng Cheng, Mengchuan Qiu, Zhuoer Xu, Wenjie Wang, Chunfeng Yuan, Yihua Huang |
| 2020 | CVPR | Object Relational Graph With Teacher-Recommended Learning for Video Captioning. | Ziqi Zhang, Yaya Shi, Chunfeng Yuan, Bing Li, Peijin Wang, Weiming Hu, Zheng-Jun Zha |
| 2019 | CVPR | Knowledge Distillation via Instance Relationship Graph. | Yufan Liu, Jiajiong Cao, Bing Li, Chunfeng Yuan, Weiming Hu, Yangxi Li, Yunqiang Duan |
| 2019 | ICDE | BENU: Distributed Subgraph Enumeration with Backtracking-Based Framework. | Zhaokang Wang, Rong Gu, Weiwei Hu, Chunfeng Yuan, Yihua Huang |
| 2019 | ICDE | HyMJ: A Hybrid Structure-Aware Approach to Distributed Multi-way Join Query. | Guanghui Zhu, Xiaoqi Wu, Liangliang Yin, Haogang Wang, Rong Gu, Chunfeng Yuan, Yihua Huang |
| 2019 | ICPADS | Push-Based Network-efficient Hadoop YARN Scheduling Mechanism for In-Memory Computing. | Rong Gu, Kaixuan Huang, Zhixiang Zhang, Chunfeng Yuan, Yihua Huang |
| 2018 | AAAI | Hierarchical Nonlinear Orthogonal Adaptive-Subspace Self-Organizing Map Based Feature Extraction for Human Action Recognition. | Yang Du, Chunfeng Yuan, Bing Li, Weiming Hu, Hao Yang, Zhikang Fu, Lili Zhao |
| 2018 | ECCV | Interaction-Aware Spatio-Temporal Pyramid Attention Networks for Action Classification. | Yang Du, Chunfeng Yuan, Bing Li, Lili Zhao, Yangxi Li, Weiming Hu |
| 2018 | ICPADS | Seal: Efficient Training Large Scale Statistical Machine Translation Models on Spark. | Rong Gu, Min Chen, Wenjia Yang, Chunfeng Yuan, Yihua Huang |
| 2018 | ICPADS | Parallelizing Machine Learning Optimization Algorithms on Distributed Data-Parallel Platforms with Parameter Server. | Rong Gu, Shiqing Fan, Qiu Hu, Chunfeng Yuan, Yihua Huang |
| 2017 | CVPR | Spatio-Temporal Self-Organizing Map Deep Network for Dynamic Object Detection from Videos. | Yang Du, Chunfeng Yuan, Bing Li, Weiming Hu, Stephen J. Maybank |
| 2017 | ICIP | SCNN: Sequential convolutional neural network for human action recognition in videos. | Hao Yang, Chunfeng Yuan, Junliang Xing, Weiming Hu |
| 2017 | ICIP | Diversity encouraging ensemble of convolutional networks for high performance action recognition. | Hao Yang, Chunfeng Yuan, Junliang Xing, Weiming Hu |
| 2017 | ICPADS | AutoMJ: Towards Efficient Multi-way Join Query on Distributed Data-Parallel Platform. | Guanghui Zhu, Xiaoqi Wu, Rong Gu, Chunfeng Yuan, Yihua Huang |
| 2017 | IJCNN | Sentiment analysis with the exploration of overall opinion sentences. | Xiaojia Pu, Gangshan Wu, Chunfeng Yuan |
| 2016 | APWEB | An Adaptive Partition-Based Caching Approach for Efficient Range Queries on Key-Value Data. | Wei Ge, Min Chen, Chunfeng Yuan, Yihua Huang |
| 2016 | ECCV | Online Human Action Detection Using Joint Classification-Regression Recurrent Neural Networks. | Yanghao Li, Cuiling Lan, Junliang Xing, Wenjun Zeng, Chunfeng Yuan, Jiaying Liu |
| 2016 | ECCV | Graph Based Skeleton Motion Representation and Similarity Measurement for Action Recognition. | Pei Wang, Chunfeng Yuan, Weiming Hu, Bing Li, Yanning Zhang |
| 2016 | IJCNN | Stock market prediction exploiting microblog sentiment analysis. | Bo Zhao, Yongji He, Chunfeng Yuan, Yihua Huang |
| 2016 | TrustCom | Accelerating Big Data Applications on Tiered Storage System with Various Eviction Policies. | Peng Shu, Rong Gu, Qianhao Dong, Chunfeng Yuan, Yihua Huang |
| 2015 | COMPSAC | Unified Programming Model and Software Framework for Big Data Machine Learning and Data Analytics. | Rong Gu, Yun Tang, Qianhao Dong, Zhaokang Wang, Zhiqiang Liu, Shuai Wang, Chunfeng Yuan, Yihua Huang |
| 2015 | CVPR | Multi-feature max-margin hierarchical Bayesian model for action recognition. | Shuang Yang, Chunfeng Yuan, Baoxin Wu, Weiming Hu, Fangshi Wang |
| 2015 | ICA3PP | Parallel Training GBRT Based on KMeans Histogram Approximation for Big Data. | Rong Gu, Lei Jin, Yongwei Wu, Jingying Qu, Tao Wang, Xiaojun Wang, Chunfeng Yuan, Yihua Huang |
| 2015 | ICA3PP | iPLAR: Towards Interactive Programming with Parallel Linear Algebra in R. | Zhaokang Wang, Shiqing Fan, Rong Gu, Chunfeng Yuan, Yihua Huang |
| 2014 | ACCV | Human Action Recognition Based on Oriented Motion Salient Regions. | Baoxin Wu, Shuang Yang, Chunfeng Yuan, Weiming Hu, Fangshi Wang |
| 2014 | ADMA | CinHBa: A Secondary Index with Hotscore Caching Policy on Key-Value Data Store. | Wei Ge, Yihua Huang, Di Zhao, Shengmei Luo, Chunfeng Yuan, Wenhui Zhou, Yun Tang, Juan Zhou |
| 2014 | CVPR | Multi-target Tracking with Motion Context in Tensor Power Iteration. | Xinchu Shi, Haibin Ling, Weiming Hu, Chunfeng Yuan, Junliang Xing |
| 2014 | CVPR | Human Action Recognition Based on Context-Dependent Graph Kernels. | Baoxin Wu, Chunfeng Yuan, Weiming Hu |
| 2014 | ICPR | A Hierarchical Model Based on Latent Dirichlet Allocation for Action Recognition. | Shuang Yang, Chunfeng Yuan, Weiming Hu, Xinmiao Ding |
| 2013 | CVPR | Multi-task Sparse Learning with Beta Process Prior for Action Recognition. | Chunfeng Yuan, Weiming Hu, Guodong Tian, Shuang Yang, Haoran Wang |
| 2013 | CVPR | 3D R Transform on Spatio-temporal Interest Points for Action Recognition. | Chunfeng Yuan, Xi Li, Weiming Hu, Haibin Ling, Stephen John Maybank |
| 2013 | ICASSP | Combining sparse appearance features and dense motion features via random forest for action detection. | Shuang Yang, Chunfeng Yuan, Haoran Wang, Weiming Hu |
| 2013 | ICIP | Mining activities using sticky multimodal dual hierarchical Dirichlet process hidden Markov model. | Guodong Tian, Chunfeng Yuan, Weiming Hu, Zhaoquan Cai |
| 2013 | WISE | NEXIR: A Novel Web Extraction Rule Language toward a Three-Stage Web Data Extraction Model. | Shengsheng Shi, Wu Wei, Yulong Liu, Haitao Wang, Lei Luo, Chunfeng Yuan, Yihua Huang |
| 2012 | PDCAT | Parallelized Near-Duplicate Document Detection Algorithm for Large Scale Chinese Web Pages. | Yongzhuang Wei, Shuai Wang, Chunfeng Yuan, Yihua Huang |
| 2012 | PDCAT | Parallelized Similarity Flooding Algorithm for Processing Large Scale Graph Datasets with MapReduce. | Jian Zhang, Chunfeng Yuan, Yihua Huang |
| 2010 | ACCV | Top-Down Cues for Event Recognition. | Li Li, Chunfeng Yuan, Weiming Hu, Bing Li |
| 2010 | ICASSP | Spatio-Temporal Proximity Distribution Kernels for Action Recognition. | Chunfeng Yuan, Weiming Hu, Hanzi Wang, Xi Li, Nianhua Xie |
| 2010 | ICPR | Event Recognition Based on Top-Down Motion Attention. | Li Li, Weiming Hu, Bing Li, Chunfeng Yuan, Pengfei Zhu, Wanqing Li |
| 2010 | ICPR | Prototype Learning Using Metric Learning Based Behavior Recognition. | Pengfei Zhu, Weiming Hu, Chunfeng Yuan, Li Li |
| 2009 | ACCV | Human Action Recognition under Log-Euclidean Riemannian Metric. | Chunfeng Yuan, Weiming Hu, Xi Li, Stephen J. Maybank, Guan Luo |
| 2009 | ACCV | Human Action Recognition Using Pyramid Vocabulary Tree. | Chunfeng Yuan, Xi Li, Weiming Hu, Hanzi Wang |
| 2004 | WISE | Fault Resilience of Structured P2P Systems. | Zhiyu Liu, Guihai Chen, Chunfeng Yuan, Sanglu Lu, Cheng-Zhong Xu |