DEEP-CSSR: Scene classification using category-specific salient region with deep features. - Mengshi Qi; Yunhong Wang 001 (ICIP, 2016)

Online Cross-Modal Scene Retrieval by Binary Representation and Semantic Graph. - Mengshi Qi; Yunhong Wang 001; Annan Li (ACM Multimedia, 2017)

stagNet: An Attentive Semantic RNN for Group Activity Recognition. - Mengshi Qi; Jie Qin; Annan Li; Yunhong Wang 001; Jiebo Luo 001; Luc Van Gool (ECCV (10), 2018)

Sports Video Captioning by Attentive Motion Representation based Hierarchical Recurrent Neural Networks. - Mengshi Qi; Yunhong Wang 001; Annan Li; Jiebo Luo 001 (MMSports@MM, 2018)

Attentive Relational Networks for Mapping Images to Scene Graphs. - Mengshi Qi; Weijian Li 001; Zhengyuan Yang; Yunhong Wang 001; Jiebo Luo 001 (CVPR, 2019)

KE-GAN: Knowledge Embedded Generative Adversarial Networks for Semi-Supervised Scene Parsing. - Mengshi Qi; Yunhong Wang 001; Jie Qin; Annan Li (CVPR, 2019)

Imitative Non-Autoregressive Modeling for Trajectory Forecasting and Imputation. - Mengshi Qi; Jie Qin; Yu Wu 011; Yi Yang 001 (CVPR, 2020)

Few-Shot Ensemble Learning for Video Classification with SlowFast Memory Networks. - Mengshi Qi; Jie Qin; Xiantong Zhen; Di Huang 001; Yi Yang 001; Jiebo Luo 001 (ACM Multimedia, 2020)

Unsupervised Domain Adaptation with Temporal-Consistent Self-Training for 3D Hand-Object Joint Reconstruction. - Mengshi Qi; Edoardo Remelli; Mathieu Salzmann; Pascal Fua (CoRR, 2020)

Sports Video Captioning via Attentive Motion Representation and Group Relationship Modeling. - Mengshi Qi; Yunhong Wang 001; Annan Li; Jiebo Luo 001 (IEEE Trans. Circuits Syst. Video Technol., 2020)

stagNet: An Attentive Semantic RNN for Group Activity and Individual Action Recognition. - Mengshi Qi; Yunhong Wang 001; Jie Qin; Annan Li; Jiebo Luo 001; Luc Van Gool (IEEE Trans. Circuits Syst. Video Technol., 2020)

STC-GAN: Spatio-Temporally Coupled Generative Adversarial Networks for Predictive Scene Parsing. - Mengshi Qi; Yunhong Wang 001; Annan Li; Jiebo Luo 001 (IEEE Trans. Image Process., 2020)

Latent Memory-augmented Graph Transformer for Visual Storytelling. - Mengshi Qi; Jie Qin; Di Huang 001; Zhiqiang Shen; Yi Yang 001; Jiebo Luo 001 (ACM Multimedia, 2021)

Semantics-Aware Spatial-Temporal Binaries for Cross-Modal Video Retrieval. - Mengshi Qi; Jie Qin; Yi Yang 001; Yunhong Wang 001; Jiebo Luo 001 (IEEE Trans. Image Process., 2021)

RGB-Depth Fusion GAN for Indoor Depth Completion. - Haowen Wang; Mingyuan Wang 003; Zhengping Che; Zhiyuan Xu; Xiuquan Qiao; Mengshi Qi; Feifei Feng; Jian Tang 008 (CVPR, 2022)

Towards Adversarial Robust Representation Through Adversarial Contrastive Decoupling. - Peilun Du; Xiaolong Zheng 002; Mengshi Qi; Liang Liu 001; Huadong Ma (ICME, 2022)

Attention-Aware Multiple Granularities Network for Player Re-Identification. - Qi An; Kuilong Cui; Rongshuai Liu; Chuanming Wang; Mengshi Qi; Huadong Ma (MMSports@MM, 2022)

Coarse-to-Fine Video Denoising with Dual-Stage Spatial-Channel Transformer. - Wulian Yun; Mengshi Qi; Chuanming Wang; Huiyuan Fu; Huadong Ma (CoRR, 2022)

Unsupervised Self-Driving Attention Prediction via Uncertainty Mining and Knowledge Embedding. - Pengfei Zhu 001; Mengshi Qi; Xia Li; Weijian Li 001; Huadong Ma (ICCV, 2023)

Disentangled Counterfactual Learning for Physical Audiovisual Commonsense Reasoning. - Changsheng Lv; Shuai Zhang; Yapeng Tian; Mengshi Qi; Huadong Ma (NeurIPS, 2023)

Revisiting Transformer for Point Cloud-based 3D Scene Graph Generation. - Changsheng Lv; Mengshi Qi; Xia Li; Zhengyuan Yang; Huadong Ma (CoRR, 2023)

Weakly-Supervised Temporal Action Localization by Inferring Snippet-Feature Affinity. - Wulian Yun; Mengshi Qi; Chuanming Wang; Huadong Ma (CoRR, 2023)

RDFC-GAN: RGB-Depth Fusion CycleGAN for Indoor Depth Completion. - Haowen Wang; Zhengping Che; Mingyuan Wang 003; Zhiyuan Xu; Xiuquan Qiao; Mengshi Qi; Feifei Feng; Jian Tang 008 (CoRR, 2023)

GaitReload: A Reloading Framework for Defending Against On-Manifold Adversarial Gait Sequences. - Peilun Du; Xiaolong Zheng 002; Mengshi Qi; Huadong Ma (IEEE Trans. Inf. Forensics Secur., 2023)

SGFormer: Semantic Graph Transformer for Point Cloud-Based 3D Scene Graph Generation. - Changsheng Lv; Mengshi Qi; Xia Li; Zhengyuan Yang; Huadong Ma (AAAI, 2024)

Weakly-Supervised Temporal Action Localization by Inferring Salient Snippet-Feature. - Wulian Yun; Mengshi Qi; Chuanming Wang; Huadong Ma (AAAI, 2024)

Semi-supervised Teacher-Reference-Student Architecture for Action Quality Assessment. - Wulian Yun; Mengshi Qi; Fei Peng 003; Huadong Ma (ECCV (74), 2024)

Decomposed Vector-Quantized Variational Autoencoder for Human Grasp Generation. - Zhe Zhao; Mengshi Qi; Huadong Ma (ECCV (29), 2024)

Multi-Stage Contrastive Regression for Action Quality Assessment. - Qi An; Mengshi Qi; Huadong Ma (ICASSP, 2024)

RoboFormer: A Robust Multi-Modal Transformer for 3D Object Detection in Autonomous Driving. - Yuang Liu; Dacheng Liao; Mengshi Qi; Liang Liu 001; Huadong Ma (MMAsia, 2024)

Following in the Footsteps: Predicting Human Trajectories Using Motion Pattern Memory. - Yuxin Yang; Pengfei Zhu 001; Mengshi Qi; Huadong Ma (MMAsia, 2024)

Efficient Cloud-edge Collaborative Inference for Object Re-identification. - Chuanming Wang; Yuxin Yang; Mengshi Qi; Huadong Ma (CoRR, 2024)

Uncovering the human motion pattern: Pattern Memory-based Diffusion Model for Trajectory Prediction. - Yuxin Yang; Pengfei Zhu 001; Mengshi Qi; Huadong Ma (CoRR, 2024)

Adversarial Contrastive Learning Based Physics-Informed Temporal Networks for Cuffless Blood Pressure Estimation. - Rui Wang; Mengshi Qi; Yingxia Shao; Anfu Zhou; Huadong Ma (CoRR, 2024)

Improving Batch Normalization with TTA for Robust Object Detection in Self-Driving. - Dacheng Liao; Mengshi Qi; Liang Liu 001; Huadong Ma (CoRR, 2024)

Learning Group Interactions and Semantic Intentions for Multi-Object Trajectory Prediction. - Mengshi Qi; Yuxin Yang; Huadong Ma (CoRR, 2024)

Mutual Distillation Learning for Person Re-Identification. - Huiyuan Fu; Kuilong Cui; Chuanming Wang; Mengshi Qi; Huadong Ma (IEEE Trans. Multim., 2024)

RDFC-GAN: RGB-Depth Fusion CycleGAN for Indoor Depth Completion. - Haowen Wang; Zhengping Che; Yufan Yang; Mingyuan Wang 003; Zhiyuan Xu; Xiuquan Qiao; Mengshi Qi; Feifei Feng; Jian Tang 008 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Towards Efficient Object Re-Identification with a Novel Cloud-Edge Collaborative Framework. - Chuanming Wang; Yuxin Yang; Mengshi Qi; Huanhuan Zhang; Huadong Ma (AAAI, 2025)

VIoTGPT: Learning to Schedule Vision Tools Towards Intelligent Video Internet of Things. - Yaoyao Zhong; Mengshi Qi; Rui Wang; Yuhan Qiu; Yang Zhang; Huadong Ma (AAAI, 2025)

Global-Local Tree Search in VLMs for 3D Indoor Scene Generation. - Wei Deng 004; Mengshi Qi; Huadong Ma (CVPR, 2025)

T2SG: Traffic Topology Scene Graph for Topology Reasoning in Autonomous Driving. - Changsheng Lv; Mengshi Qi; Liang Liu 001; Huadong Ma (CVPR, 2025)

Diffusion-driven Incomplete Multimodal Learning for Air Quality Prediction. - Jinxiao Fan; Mengshi Qi; Liang Liu 001; Huadong Ma (ACM Trans. Internet Things, 2025)

Action Quality Assessment via Hierarchical Pose-guided Multi-stage Contrastive Regression. - Mengshi Qi; Hao Ye; Jiaxuan Peng 001; Huadong Ma (CoRR, 2025)

Towards Balanced Continual Multi-Modal Learning in Human Pose Estimation. - Jiaxuan Peng 001; Mengshi Qi; Dong Zhao 001; Huadong Ma (CoRR, 2025)

Human Grasp Generation for Rigid and Deformable Objects with Decomposed VQ-VAE. - Mengshi Qi; Zhe Zhao; Huadong Ma (CoRR, 2025)

A New Teacher-Reviewer-Student Framework for Semi-supervised 2D Human Pose Estimation. - Wulian Yun; Mengshi Qi; Fei Peng 003; Huadong Ma (CoRR, 2025)

Towards Robust Unsupervised Attention Prediction in Autonomous Driving. - Mengshi Qi; Xiaoyang Bi; Pengfei Zhu 001; Huadong Ma (CoRR, 2025)

Target-driven Self-Distillation for Partial Observed Trajectories Forecasting. - Pengfei Zhu 001; Peng Shu; Mengshi Qi; Liang Liu 001; Huadong Ma (CoRR, 2025)

VLM-Assisted Continual learning for Visual Question Answering in Self-Driving. - Yuxin Lin; Mengshi Qi; Liang Liu 001; Huadong Ma (CoRR, 2025)

Robust Disentangled Counterfactual Learning for Physical Audiovisual Commonsense Reasoning. - Mengshi Qi; Changsheng Lv; Huadong Ma (CoRR, 2025)

DC-SAM: In-Context Segment Anything in Images and Videos via Dual Consistency. - Mengshi Qi; Pengfei Zhu 001; Xiangtai Li; Xiaoyang Bi; Lu Qi; Huadong Ma; Ming-Hsuan Yang 001 (CoRR, 2025)

Robo-SGG: Exploiting Layout-Oriented Normalization and Restitution for Robust Scene Graph Generation. - Changsheng Lv; Mengshi Qi; Zijian Fu; Huadong Ma (CoRR, 2025)

Chain-of-Thought Textual Reasoning for Few-shot Temporal Action Localization. - Hongwei Ji; Wulian Yun; Mengshi Qi; Huadong Ma (CoRR, 2025)

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation. - Hao Ye; Mengshi Qi; Zhaohong Liu; Liang Liu 001; Huadong Ma (CoRR, 2025)