Coreference Resolution with Loose Transitivity Constraints. - Xinxin Li; Xuan Wang 002; Shuhan Qi (CoNLL Shared Task, 2011)

Mixed Precision Method for GPU-based FFT. - Shuhan Qi; Xuan Wang 002; Shaohuai Shi (CSE, 2011)

Improve Coreference Resolution with Parameter Tunable Anaphoricity Identification and Global Optimization. - Shuhan Qi; Xuan Wang 002; Xinxin Li (ICIC (3), 2011)

Live multimedia brand-related data identification in microblog. - Shuhan Qi; Fanglin Wang; Xuan Wang 002; Jia Wei; Hainan Zhao (Neurocomputing, 2015)

Saliency meets spatial quantization: A practical framework for large scale product search. - Shuhan Qi; Kyaw Zawlin; Hanwang Zhang; Xuan Wang 002; Ke Gao; Lin Yao 004; Tat-Seng Chua (ICME Workshops, 2016)

A joint appearance model of SRC and MFH for multi-objects tracking. - Hainan Zhao; Shuhan Qi; Xuan Wang 002 (Neurocomputing, 2016)

Quality biased multimedia data retrieval in microblogs. - Shuhan Qi; Peiguang Jing; Xuan Wang 002; Liqiang Nie (J. Vis. Commun. Image Represent., 2016)

Logo information recognition in large-scale social media data. - Fanglin Wang; Shuhan Qi; Ge Gao; Sicheng Zhao; Xiangyu Wang (Multim. Syst., 2016)

Blind Speech Deconvolution via Pretrained Polynomial Dictionary and Sparse Representation. - Jian Guan 001; Xuan Wang 002; Shuhan Qi; Jing Dong 001; Wenwu Wang 001 (PCM (1), 2017)

Joint L1-L2 Regularisation for Blind Speech Deconvolution. - Jian Guan 001; Xuan Wang 002; Zongxia Xie; Shuhan Qi; Wenwu Wang 001 (PCM (1), 2017)

Multiple level visual semantic fusion method for image re-ranking. - Shuhan Qi; Fanglin Wang; Xuan Wang 002; Yue Guan; Jia Wei; Jian Guan 001 (Multim. Syst., 2017)

Matryoshka Peek: Toward Learning Fine-Grained, Robust, Discriminative Features for Product Search. - Zawlin Kyaw; Shuhan Qi; Ke Gao; Hanwang Zhang; Luming Zhang; Jun Xiao 001; Xuan Wang 002; Tat-Seng Chua (IEEE Trans. Multim., 2017)

Pixel Meets Region: A Pratical Framework for Salient Object Detection. - Yi Liu; Xuan Wang 002; Shuhan Qi; Jian Guan 001; Fengwei Jia; Lin Yao 004 (ICME, 2018)

Balance the Loss: Improving Deep Hash via Loss Weighting and Semantic Preserving. - Quan Zhou; Shuhan Qi; Xuan Wang 002; Jian Guan 001; Fengwei Jia; Lin Yao 004 (ICME, 2018)

Scalable graph based non-negative multi-view embedding for image ranking. - Shuhan Qi; Xuan Wang 002; Xi Zhang; Xuemeng Song; Zoe Lin Jiang (Neurocomputing, 2018)

Infrared and visible image fusion based on NSCT and stacked sparse autoencoders. - Xiaoqing Luo; Xinyi Li; Pengfei Wang; Shuhan Qi; Jian Guan 001; Zhancheng Zhang (Multim. Tools Appl., 2018)

RGB-D tracker under Hierarchical structure. - Yifan Li; Xuan Wang 002; Zoe Lin Jiang; Shuhan Qi; Xinhui Liu; Qian Chen 028 (CIFEr, 2019)

Differentially Private Convolutional Neural Networks with Adaptive Gradient Descent. - Xixi Huang; Jian Guan 001; Bin Zhang; Shuhan Qi; Xuan Wang 002; Qing Liao 001 (DSC, 2019)

Solving Six-Player Games via Online Situation Estimation. - Huale Li; Xuan Wang 002; Shuhan Qi; Yang Liu 039; Haojie Wang; Fengwei Jia; Jiajia Zhang 001 (ICTAI, 2019)

Multi-depth Graph Convolutional Networks for Fake News Detection. - Guoyong Hu; Ye Ding 002; Shuhan Qi; Xuan Wang 002; Qing Liao 001 (NLPCC (1), 2019)

Bi-directional Features Reuse Network for Salient Object Detection. - Fengwei Jia; Xuan Wang 002; Jian Guan 001; Shuhan Qi; Qing Liao 001; Huale Li (PRICAI (3), 2019)

Graph-based supervised discrete image hashing. - Jian Guan 001; Yifan Li; Jianguo Sun; Xuan Wang 002; Hainan Zhao; Jiajia Zhang 001; Zechao Liu; Shuhan Qi (J. Vis. Commun. Image Represent., 2019)

Large scale product search with spatial quantization and deep ranking. - Shuhan Qi; Zawlin Kyaw; Xuan Wang 002; Zoe Lin Jiang; Jian Guan 001 (Multim. Tools Appl., 2019)

GPU-BTM: A Topic Model for Short Text using Auxiliary Information. - Yibing Guo; Yutao Huang; Ye Ding 002; Shuhan Qi; Xuan Wang 002; Qing Liao 001 (DSC, 2020)

A Highly Efficient and Robust Method For NNF-Based Template Matching. - Yuhai Lan; Xingchun Xiang; Huaixuan Zhang; Shuhan Qi (ICME Workshops, 2020)

Enhanced Gaze Following via Object Detection and Human Pose Estimation. - Jian Guan 001; Liming Yin; Jianguo Sun; Shuhan Qi; Xuan Wang 002; Qing Liao 001 (MMM (2), 2020)

A mix-supervised unified framework for salient object detection. - Fengwei Jia; Jian Guan 001; Shuhan Qi; Huale Li; Xuan Wang 002 (Appl. Intell., 2020)

Solving imperfect-information games via exponential counterfactual regret minimization. - Huale Li; Xuan Wang 002; Shuhan Qi; Jiajia Zhang 001; Yang Liu 039; Fengwei Jia (CoRR, 2020)

RLCFR: Minimize Counterfactual Regret by Deep Reinforcement Learning. - Huale Li; Xuan Wang 002; Fengwei Jia; Yifan Li; Yulin Wu 001; Jiajia Zhang 001; Shuhan Qi (CoRR, 2020)

Bi-Connect Net for salient object detection. - Fengwei Jia; Xuan Wang 002; Jian Guan 001; Qing Liao 001; Jiajia Zhang 001; Huale Li; Shuhan Qi (Neurocomputing, 2020)

Explore instance similarity: An instance correlation based hashing method for multi-label cross-model retrieval. - Chengkai Huang; Xuan Luo; Jiajia Zhang 001; Qing Liao 001; Xuan Wang 002; Zoe Lin Jiang; Shuhan Qi (Inf. Process. Manag., 2020)

DP-FL: a novel differentially private federated learning framework for the unbalanced data. - Xixi Huang; Ye Ding 002; Zoe Lin Jiang; Shuhan Qi; Xuan Wang 002; Qing Liao 001 (World Wide Web, 2020)

Student Can Also be a Good Teacher: Extracting Knowledge from Vision-and-Language Model for Cross-Modal Retrieval. - Jun Rao; Tao Qian 003; Shuhan Qi; Yulin Wu 001; Qing Liao 001; Xuan Wang 002 (CIKM, 2021)

FedDeepFM: Ad CTR prediction based on Federated Factorization Machine. - Chenjia Yu; Shuhan Qi; Yang Liu 039 (DSC, 2021)

Fine-Grained Unbalanced Interaction Network for Visual Question Answering. - Xinxin Liao; Mingyan Wu; Heyan Chai 001; Shuhan Qi; Xuan Wang 002; Qing Liao 001 (KSEM, 2021)

Watch and Buy: A Practical Solution for Real-time Fashion Product Identification in Live Stream. - Jun Rao; Yue Cao; Shuhan Qi; Zeyu Dong; Tao Qian 003; Xuan Wang 002 (WAB @ ACM Multimedia, 2021)

Hierarchical Semantic Enhanced Directional Graph Network for Visual Commonsense Reasoning. - Mingyan Wu; Shuhan Qi; Jun Rao; Jiajia Zhang 001; Qing Liao 001; Xuan Wang 002; Xinxin Liao (Trustworthy AI @ ACM Multimedia, 2021)

AIBPO: Combine the Intrinsic Reward and Auxiliary Task for 3D Strategy Game. - Huale Li; Rui Cao; Xuan Wang 002; Xiaohan Hou; Tao Qian 003; Fengwei Jia; Jiajia Zhang 001; Shuhan Qi (Complex., 2021)

NNCFR: Minimize Counterfactual Regret with Neural Networks. - Huale Li; Xuan Wang 002; Zengyue Guo; Jiajia Zhang 001; Shuhan Qi (CoRR, 2021)

Fittest survival: an enhancement mechanism for Monte Carlo tree search. - Jiajia Zhang 001; Xiaozhen Sun; Dandan Zhang; Xuan Wang 002; Shuhan Qi; Tao Qian 003 (Int. J. Bio Inspired Comput., 2021)

WRGPruner: A new model pruning solution for tiny salient object detection. - Fengwei Jia; Xuan Wang 002; Jian Guan 001; Huale Li; Chen Qiu 003; Shuhan Qi (Image Vis. Comput., 2021)

ARank: Toward specific model pruning via advantage rank for multiple salient objects detection. - Fengwei Jia; Xuan Wang 002; Jian Guan 001; Huale Li; Chen Qiu 003; Shuhan Qi (Image Vis. Comput., 2021)

Scalable sub-game solving for imperfect-information games. - Huale Li; Xuan Wang 002; Kunchi Li; Fengwei Jia; Yulin Wu 001; Jiajia Zhang 001; Shuhan Qi (Knowl. Based Syst., 2021)

Autoencoder-based self-supervised hashing for cross-modal retrieval. - Yifan Li; Xuan Wang 002; Lei Cui; Jiajia Zhang 001; Chengkai Huang; Xuan Luo; Shuhan Qi (Multim. Tools Appl., 2021)

Self-supervised learning-based weight adaptive hashing for fast cross-modal retrieval. - Yifan Li; Xuan Wang 002; Shuhan Qi; Chengkai Huang; Zoe Lin Jiang; Qing Liao 001; Jian Guan 001; Jiajia Zhang 001 (Signal Image Video Process., 2021)

Underwater Small Target Detection Based on Deformable Convolutional Pyramid. - Shuhan Qi; Jianjun Du; Mingyan Wu; Hong Yi; Linlin Tang; Tao Qian 003; Xuan Wang 002 (ICASSP, 2022)

A Robust Watermarking Method For Image Processing Models. - Minghua Hou; Linlin Tang; Shuhan Qi; Yang Liu 039 (ICDIS, 2022)

NFSP-PER: An efficient sampling NFSP-based method with prioritized experience replay. - Huale Li; Shuhan Qi; Jiajia Zhang 001; Dandan Zhang; Lin Yao 004; Xuan Wang 002; Qi Li; Jing Xiao 006 (ICDIS, 2022)

EFDO: Solving Extensive-Form Games Based On Double Oracle. - Song Qin; Lei Zhang; Shuhan Qi; Jiajia Zhang 001; Huale Li; Xuan Wang 002; Jing Xiao 006 (ICDIS, 2022)

Underwater Object Detection with Swin Transformer. - Yuqi Sun; Xuan Wang 002; Yi Zheng; Lin Yao 004; Shuhan Qi; Linlin Tang; Hong Yi; Kunlei Dong (ICDIS, 2022)

LwDeepStack: A lightweight DeepStack based on knowledge distillation. - Jiajia Zhang 001; Zengyue Guo; Huale Li; Xuan Wang 002; Dongming Liu; Shuhan Qi (ICDIS, 2022)

Information Entropy of Uncertainty Control: An Uncertainty Management Method in Imperfect Information Games. - Jiajia Zhang 001; Mingxin Zhan; Shuhan Qi; Nanwei Yu; Dongrun Zheng; Xuan Wang 002; Jing Xiao 006 (ICDIS, 2022)

Where Does the Performance Improvement Come From?: - A Reproducibility Concern about Image-Text Retrieval. - Jun Rao; Fei Wang 032; Liang Ding 006; Shuhan Qi; Yibing Zhan; Weifeng Liu 001; Dacheng Tao (SIGIR, 2022)

Efficient Distributed Framework for Collaborative Multi-Agent Reinforcement Learning. - Shuhan Qi; Shuhao Zhang 009; Xiaohan Hou; Jiajia Zhang 001; Xuan Wang 002; Jing Xiao 006 (CoRR, 2022)

Parameter-Efficient and Student-Friendly Knowledge Distillation. - Jun Rao; Xv Meng; Liang Ding 006; Shuhan Qi; Dacheng Tao (CoRR, 2022)

Listening to Users' Voice: Automatic Summarization of Helpful App Reviews. - Cuiyun Gao 001; Yaoxian Li; Shuhan Qi; Yang Liu 245; Xuan Wang 002; Zibin Zheng; Qing Liao 001 (CoRR, 2022)

An Efficient Split Fine-tuning Framework for Edge and Cloud Collaborative Learning. - Shaohuai Shi; Qing Yang; Yang Xiang 001; Shuhan Qi; Xuan Wang 002 (CoRR, 2022)

RLCFR: Minimize counterfactual regret by deep reinforcement learning. - Huale Li; Xuan Wang 002; Fengwei Jia; Yulin Wu 001; Jiajia Zhang 001; Shuhan Qi (Expert Syst. Appl., 2022)

Parallel learner: A practical deep reinforcement learning framework for multi-scenario games. - Xiaohan Hou; Zhenyang Guo; Xuan Wang 002; Tao Qian 003; Jiajia Zhang 001; Shuhan Qi; Jing Xiao 006 (Knowl. Based Syst., 2022)

3D face recognition algorithm based on nose tip contour and radial curve. - Linlin Tang; Zhangyan Li; Yang Liu 039; Shuhan Qi; Jiajia Zhang 001; Jiancheng Pan; Shuaijie Shi (Multim. Tools Appl., 2022)

Reinforced Vision-and-Language Navigation Based on Historical BERT. - Zixuan Zhang; Shuhan Qi; Zihao Zhou; Jiajia Zhang 001; Hao Yuan; Xuan Wang 002; Lei Wang 203; Jing Xiao 006 (ICSI (2), 2023)

SVDE: Scalable Value-Decomposition Exploration for Cooperative Multi-Agent Reinforcement Learning. - Shuhan Qi; Shuhao Zhang 009; Qiang Wang 022; Jiajia Zhang 001; Jing Xiao 006; Xuan Wang 002 (CoRR, 2023)

Kdb-D2CFR: Solving Multiplayer imperfect-information games with knowledge distillation-based DeepCFR. - Huale Li; Zengyue Guo; Yang Liu 039; Xuan Wang 002; Shuhan Qi; Jiajia Zhang 001; Jing Xiao 006 (Knowl. Based Syst., 2023)

Dynamic Contrastive Distillation for Image-Text Retrieval. - Jun Rao; Liang Ding 006; Shuhan Qi; Meng Fang; Yang Liu 039; Li Shen 008; Dacheng Tao (IEEE Trans. Multim., 2023)

What is the limitation of multimodal LLMs? A deeper look into multimodal LLMs through prompt probing. - Shuhan Qi; Zhengying Cao; Jun Rao; Lei Wang 203; Jing Xiao 006; Xuan Wang 002 (Inf. Process. Manag., 2023)

Listening to Users' Voice: Automatic Summarization of Helpful App Reviews. - Cuiyun Gao 001; Yaoxian Li; Shuhan Qi; Yang Liu 039; Xuan Wang 002; Zibin Zheng; Qing Liao 001 (IEEE Trans. Reliab., 2023)

Understanding Brand's Association: Fine-Grained Multi-Modal Content Discovery for Brands. - Shuhan Qi; Chengkai Huang; Yifan Li (BESC, 2024)

A Performance Study of Block Proposing Mechanism in Ethereum 2.0. - Zijie Liu; Qinglin Zhao; Shuhan Qi; Li Feng 001; Xiaofen Wang; Sun Yi (Blockchain, 2024)

SOUP: A Unified Shopping Query Suggestion Framework to Optimize Language Model with User Preference. - Xu Meng; Zhaohui Luo; Xinxin Wang; Wen Jiang; Wei Ning; Shuhan Qi (CIKM, 2024)

Scheduling Deep Learning Jobs in Multi-Tenant GPU Clusters via Wise Resource Sharing. - Yizhou Luo; Qiang Wang 022; Shaohuai Shi; Jiaxin Lai; Shuhan Qi; Jiajia Zhang 001; Xuan Wang 002 (IWQoS, 2024)

Harnessing the Power of Prompt Experts: Efficient Knowledge Distillation for Enhanced Language Understanding. - Xv Meng; Jun Rao; Shuhan Qi; Lei Wang 203; Jing Xiao 006; Xuan Wang 002 (ECML/PKDD (8), 2024)

KnobTree: Intelligent Database Parameter Configuration via Explainable Reinforcement Learning. - Jiahan Chen; Shuhan Qi; Yifan Li; Zeyu Dong; Mingfeng Ding; Yulin Wu 001; Xuan Wang 002 (CoRR, 2024)

A Reference-free Metric for Language-Queried Audio Source Separation using Contrastive Language-Audio Pretraining. - Feiyang Xiao; Jian Guan 001; Qiaoxi Zhu; Xubo Liu 001; Wenbo Wang; Shuhan Qi; Kejia Zhang; Jianyuan Sun; Wenwu Wang 001 (CoRR, 2024)

Reverse double auction mechanism: An efficient algorithm for E-commerce platform operations. - Qian Chen 028; Xuan Wang 002; Cenying Yang; Zoe Lin Jiang; Shuhan Qi; Jiajia Zhang 001; Na Li; Lei Wang 203; Jing Xiao 006 (Electron. Commer. Res. Appl., 2024)

Parameter-Efficient and Student-Friendly Knowledge Distillation. - Jun Rao; Xv Meng; Liang Ding 006; Shuhan Qi; Xuebo Liu 002; Min Zhang 005; Dacheng Tao (IEEE Trans. Multim., 2024)

Chemical simulation teaching system based on virtual reality and gesture interaction. - Dengzhen Lu; Hengyi Li; Boyu Qiu; Siyuan Liu; Shuhan Qi (Virtual Real. Intell. Hardw., 2024)

Cascaded Attention: Adaptive and Gated Graph Attention Network for Multiagent Reinforcement Learning. - Shuhan Qi; Xinhao Huang; Peixi Peng; Xuzhong Huang; Jiajia Zhang 001; Xuan Wang 002 (IEEE Trans. Neural Networks Learn. Syst., 2024)

APCSMA: Adaptive Personalized Client-Selection and Model-Aggregation Algorithm for Federated Learning in Edge Computing Scenarios. - Xueting Ma; Guorui Ma; Yang Liu 039; Shuhan Qi (Entropy, 2024)

A Novel Tree-Based Method for Interpretable Reinforcement Learning. - Yifan Li; Shuhan Qi; Xuan Wang 002; Jiajia Zhang 001; Lei Cui (ACM Trans. Knowl. Discov. Data, 2024)

D2CFR: Minimize Counterfactual Regret With Deep Dueling Neural Network. - Huale Li; Xuan Wang 002; Zengyue Guo; Jiajia Zhang 001; Shuhan Qi (IEEE Trans. Neural Networks Learn. Syst., 2024)

Towards Building Human-like Smart Agents in Modern 3D Video Games (Student Abstract). - Zhihang Sun; Shuhan Qi; Xinhao Huang; Xinyu Xiao; Jiajia Zhang 001; Xuan Wang 002; Peixi Peng (AAAI, 2025)

MDIT-Bench: Evaluating the Dual-Implicit Toxicity in Large Multimodal Models. - Bohan Jin; Shuhan Qi; Kehai Chen; Xinyi Guo; Xuan Wang (ACL (Findings), 2025)

Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation. - Xinhao Zhong; Hao Fang 011; Bin Chen 011; Xulin Gu; Meikang Qiu; Shuhan Qi; Shu-Tao Xia (CVPR, 2025)

Graph-Enhanced Dual-Stream Feature Fusion with Pre-Trained Model for Acoustic Traffic Monitoring. - Shitong Fan; Feiyang Xiao; Wenbo Wang; Shuhan Qi; Qiaoxi Zhu; Wenwu Wang 001; Jian Guan 001 (ICASSP, 2025)

FGLight: Learning Neighbor-level Information for Traffic Signal Control. - Hang Xiao; Huale Li; Shuhan Qi; Jiajia Zhang 001; Dingzhong Cai (AAMAS, 2025)

Breaking data barriers in medical diagnosis with MSDGD framework based on Gaussian Diffusion Generation. - Fengwei Jia; Fengyuan Jia; Huale Li; Shuhan Qi; Hongli Zhu (Inf. Process. Manag., 2025)

Hierarchical fine-grained multi-behavior recommendation with behavior-aware contrastive learning. - Kaiyao Zhu; Jinhuan Liu; Xuemeng Song; Jianhua Yin; Shuhan Qi; Junwei Du (Neural Networks, 2025)

Merge then Realign: Simple and Effective Modality-Incremental Continual Learning for Multimodal LLMs. - Dingkun Zhang; Shuhan Qi; Xinyu Xiao; Kehai Chen; Xuan Wang (CoRR, 2025)

GaussTrap: Stealthy Poisoning Attacks on 3D Gaussian Splatting for Targeted Scene Confusion. - Jiaxin Hong; Sixu Chen; Shuoyang Sun; Hongyao Yu; Hao Fang; Yuqi Tan; Bin Chen; Shuhan Qi; Jiawei Li (CoRR, 2025)

Distributed scalable multi-agent reinforcement learning with intrinsic-episodic dual exploration. - Shuhan Qi; Shuhao Zhang 009; Qiang Wang 022; Jiajia Zhang 001; Xuan Wang 002 (Future Gener. Comput. Syst., 2026)