Detection of bird nests in overhead catenary system images for high-speed rail. - Xiao Wu 001; Ping Yuan; Qiang Peng; Chong-Wah Ngo; Jun-Yan He (Pattern Recognit., 2016)

Sketch Recognition with Deep Visual-Sequential Fusion Model. - Jun-Yan He; Xiao Wu 001; Yu-Gang Jiang 001; Bo Zhao 032; Qiang Peng (ACM Multimedia, 2017)

Hookworm Detection in Wireless Capsule Endoscopy Images With Deep Learning. - Jun-Yan He; Xiao Wu 001; Yu-Gang Jiang 001; Qiang Peng; Ramesh C. Jain (IEEE Trans. Image Process., 2018)

Improving the Learning of Multi-column Convolutional Neural Network for Crowd Counting. - Zhi-Qi Cheng; Jun-Xiu Li; Qi Dai 001; Xiao Wu 001; Jun-Yan He; Alexander G. Hauptmann (ACM Multimedia, 2019)

BranchGAN: Unsupervised Mutual Image-to-Image Transfer With A Single Encoder and Dual Decoders. - Yi-Fan Zhou; Runhao Jiang; Xiao Wu 001; Jun-Yan He; Shuang Weng; Qiang Peng (IEEE Trans. Multim., 2019)

Learning fashion compatibility across categories with deep multimodal neural networks. - Guang-Lu Sun; Jun-Yan He; Xiao Wu 001; Bo Zhao 032; Qiang Peng (Neurocomputing, 2020)

A novel class restriction loss for unsupervised domain adaptation. - Qi He; Qi Dai 001; Xiao Wu 001; Jun-Yan He (Neurocomputing, 2021)

DB-LSTM: Densely-connected Bi-directional LSTM for human action recognition. - Jun-Yan He; Xiao Wu 001; Zhi-Qi Cheng; Zhaoquan Yuan; Yu-Gang Jiang 001 (Neurocomputing, 2021)

MGSeg: Multiple Granularity-Based Real-Time Semantic Segmentation Network. - Jun-Yan He; Shi-Hua Liang; Xiao Wu 001; Bo Zhao 032; Lei Zhang 006 (IEEE Trans. Image Process., 2021)

Domain-Specific Conditional Jigsaw Adaptation for Enhancing transferability and Discriminability. - Qi He; Zhaoquan Yuan; Xiao Wu 001; Jun-Yan He (ACM Multimedia, 2022)

SWNet: A Deep Learning Based Approach for Splashed Water Detection on Road. - Jian-Jun Qiao; Xiao Wu 001; Jun-Yan He; Wei Li 110; Qiang Peng (IEEE Trans. Intell. Transp. Syst., 2022)

NTIRE 2023 Video Colorization Challenge. - Xiaoyang Kang 002; Xianhui Lin; Kai Zhang 008; Zheng Hui; Wangmeng Xiang; Jun-Yan He; Xiaoming Li 002; Peiran Ren; Xuansong Xie; Radu Timofte; Yixin Yang; Jinshan Pan; et al. (CVPR Workshops, 2023)

Optimal Proposal Learning for Deployable End-to-End Pedestrian Detection. - Xiaolin Song; Binghui Chen; Pengyu Li; Jun-Yan He; Biao Wang; Yifeng Geng; Xuansong Xie; Honggang Zhang (CVPR, 2023)

WordArt Designer: User-Driven Artistic Typography Synthesis using Large Language Models. - Jun-Yan He; Zhi-Qi Cheng; Chenyang Li 007; Jingdong Sun; Wangmeng Xiang; Xianhui Lin; Xiaoyang Kang 002; Zengke Jin; Yusen Hu; Bin Luo 008; Yifeng Geng; Xuansong Xie (EMNLP (Industry Track), 2023)

Procontext: Exploring Progressive Context Transformer for Tracking. - Jin-Peng Lan; Zhi-Qi Cheng; Jun-Yan He; Chenyang Li 007; Bin Luo 008; Xu Bao; Wangmeng Xiang; Yifeng Geng; Xuansong Xie (ICASSP, 2023)

Longshortnet: Exploring Temporal and Semantic Features Fusion In Streaming Perception. - Chenyang Li 007; Zhi-Qi Cheng; Jun-Yan He; Pengyu Li; Bin Luo 008; Han-Yuan Chen; Yifeng Geng; Jin-Peng Lan; Xuansong Xie (ICASSP, 2023)

Towards Deeply Unified Depth-aware Panoptic Segmentation with Bi-directional Guidance Learning. - Junwen He; Yifan Wang 004; Lijun Wang; Huchuan Lu; Bin Luo 008; Jun-Yan He; Jin-Peng Lan; Yifeng Geng; Xuansong Xie (ICCV, 2023)

The First Visual Object Tracking Segmentation VOTS2023 Challenge Results. - Matej Kristan; Jirí Matas; Martin Danelljan; Michael Felsberg; Hyung Jin Chang; Luka Cehovin Zajc; Alan Lukezic; Ondrej Drbohlav; Zhongqun Zhang; Khanh-Tung Tran; Xuan-Son Vu; Johanna Björklund; et al. (ICCV (Workshops), 2023)

HDFormer: High-order Directed Transformer for 3D Human Pose Estimation. - Han-Yuan Chen; Jun-Yan He; Wangmeng Xiang; Zhi-Qi Cheng; Wei Liu 015; Hanbing Liu; Bin Luo 008; Yifeng Geng; Xuansong Xie (IJCAI, 2023)

DAMO-StreamNet: Optimizing Streaming Perception in Autonomous Driving. - Jun-Yan He; Zhi-Qi Cheng; Chenyang Li 007; Wangmeng Xiang; Binghui Chen; Bin Luo 008; Yifeng Geng; Xuansong Xie (IJCAI, 2023)

KeyPosS: Plug-and-Play Facial Landmark Detection through GPS-Inspired True-Range Multilateration. - Xu Bao; Zhi-Qi Cheng; Jun-Yan He; Wangmeng Xiang; Chenyang Li 007; Jingdong Sun; Hanbing Liu; Wei Liu 015; Bin Luo 008; Yifeng Geng; Xuansong Xie (ACM Multimedia, 2023)

PoSynDA: Multi-Hypothesis Pose Synthesis Domain Adaptation for Robust 3D Human Pose Estimation. - Hanbing Liu; Jun-Yan He; Zhi-Qi Cheng; Wangmeng Xiang; Qize Yang; Wenhao Chai; Gaoang Wang; Xu Bao; Bin Luo 008; Yifeng Geng; Xuansong Xie (ACM Multimedia, 2023)

Overcoming Topology Agnosticism: Enhancing Skeleton-Based Action Recognition through Redefined Skeletal Topology Awareness. - Yuxuan Zhou 004; Zhi-Qi Cheng; Jun-Yan He; Bin Luo 008; Yifeng Geng; Xuansong Xie; Margret Keuper (CoRR, 2023)

Tracking Anything in High Quality. - Jiawen Zhu; Zhenyu Chen 001; Zeqi Hao; Shijie Chang; Lu Zhang 053; Dong Wang 004; Huchuan Lu; Bin Luo 008; Jun-Yan He; Jin-Peng Lan; Han-Yuan Chen; Chenyang Li 007 (CoRR, 2023)

Refined Temporal Pyramidal Compression-and-Amplification Transformer for 3D Human Pose Estimation. - Hanbing Liu; Wangmeng Xiang; Jun-Yan He; Zhi-Qi Cheng; Bin Luo 008; Yifeng Geng; Xuansong Xie (CoRR, 2023)

WordArt Designer: User-Driven Artistic Typography Synthesis using Large Language Models. - Jun-Yan He; Zhi-Qi Cheng; Chenyang Li 007; Jingdong Sun; Wangmeng Xiang; Xianhui Lin; Xiaoyang Kang 002; Zengke Jin; Yusen Hu; Bin Luo 008; Yifeng Geng; Xuansong Xie; et al. (CoRR, 2023)

Tracking with Human-Intent Reasoning. - Jiawen Zhu; Zhi-Qi Cheng; Jun-Yan He; Chenyang Li 007; Bin Luo 008; Huchuan Lu; Yifeng Geng; Xuansong Xie (CoRR, 2023)

Multi-Modal Instruction Tuned LLMs with Fine-Grained Visual Perception. - Junwen He; Yifan Wang 004; Lijun Wang; Huchuan Lu; Jun-Yan He; Jin-Peng Lan; Bin Luo 008; Xuansong Xie (CVPR, 2024)

AnyText: Multilingual Visual Text Generation and Editing. - Yuxiang Tuo; Wangmeng Xiang; Jun-Yan He; Yifeng Geng; Xuansong Xie (ICLR, 2024)

DCPT: Darkness Clue-Prompted Tracking in Nighttime UAVs. - Jiawen Zhu; Huayi Tang; Zhi-Qi Cheng; Jun-Yan He; Bin Luo 008; Shihao Qiu; Shengming Li; Huchuan Lu (ICRA, 2024)

Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning. - Zebang Cheng; Zhi-Qi Cheng; Jun-Yan He; Kai Wang 036; Yuxiang Lin; Zheng Lian; Xiaojiang Peng; Alexander G. Hauptmann (NeurIPS, 2024)

Human-Aware Vision-and-Language Navigation: Bridging Simulation to Reality with Dynamic Human Interactions. - Heng Li; Minghan Li; Zhi-Qi Cheng; Yifei Dong; Yuxuan Zhou 004; Jun-Yan He; Qi Dai 001; Teruko Mitamura; Alexander G. Hauptmann (NeurIPS, 2024)

WordArt Designer API: User-Driven Artistic Typography Synthesis with Large Language Models on ModelScope. - Jun-Yan He; Zhi-Qi Cheng; Chenyang Li 007; Jingdong Sun; Wangmeng Xiang; Yusen Hu; Xianhui Lin; Xiaoyang Kang 002; Zengke Jin; Bin Luo 008; Yifeng Geng; Xuansong Xie; et al. (CoRR, 2024)

DyRoNet: Dynamic Routing and Low-Rank Adapters for Autonomous Driving Streaming Perception. - Xiang Huang 004; Zhi-Qi Cheng; Jun-Yan He; Chenyang Li 007; Wangmeng Xiang; Baigui Sun; Xiao Wu 001 (CoRR, 2024)

MM-TTS: A Unified Framework for Multimodal, Prompt-Induced Emotional Text-to-Speech Synthesis. - Xiang Li; Zhi-Qi Cheng; Jun-Yan He; Xiaojiang Peng; Alexander G. Hauptmann (CoRR, 2024)

Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning. - Zebang Cheng; Zhi-Qi Cheng; Jun-Yan He; Jingdong Sun; Kai Wang 036; Yuxiang Lin; Zheng Lian; Xiaojiang Peng; Alexander Hauptmann 001 (CoRR, 2024)

POPoS: Improving Efficient and Robust Facial Landmark Detection with Parallel Optimal Position Search. - Chongyang Xiang; Jun-Yan He; Zhi-Qi Cheng; Xiao Wu 001; Xian-Sheng Hua 001 (CoRR, 2024)

GLDesigner: Leveraging Multi-Modal LLMs as Designer for Enhanced Aesthetic Text Glyph Layouts. - Junwen He; Yifan Wang 004; Lijun Wang; Huchuan Lu; Jun-Yan He; Chenyang Li 007; Hanyuan Chen; Jin-Peng Lan; Bin Luo 008; Yifeng Geng (CoRR, 2024)

POPoS: Improving Efficient and Robust Facial Landmark Detection with Parallel Optimal Position Search. - Chong-Yang Xiang; Jun-Yan He; Zhi-Qi Cheng; Xiao Wu 001; Xian-Sheng Hua 001 (AAAI, 2025)

Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models. - Yuxiang Lin; Jingdong Sun; Zhi-Qi Cheng; Jue Wang; Haomin Liang; Zebang Cheng; Yifei Dong; Jun-Yan He; Xiaojiang Peng; Xian-Sheng Hua 001 (CVPR Workshops, 2025)

UMETTS: A Unified Framework for Emotional Text-to-Speech Synthesis with Multimodal Prompts. - Xiang Li; Zhi-Qi Cheng; Jun-Yan He; Junyao Chen; Xiaomao Fan; Xiaojiang Peng; Alexander G. Hauptmann (ICASSP, 2025)

MetaDesigner: Advancing Artistic Typography through AI-Driven, User-Centric, and Multilingual WordArt Synthesis. - Jun-Yan He; Zhi-Qi Cheng; Chenyang Li 007; Jingdong Sun; Qi He; Wangmeng Xiang; Hanyuan Chen; Jin-Peng Lan; Xianhui Lin; Kang Zhu; Bin Luo 008; Yifeng Geng; et al. (ICLR, 2025)

DyRoNet: Dynamic Routing and Low-Rank Adapters for Autonomous Driving Streaming Perception. - Xiang Huang 004; Zhi-Qi Cheng; Jun-Yan He; Chenyang Li 007; Wangmeng Xiang; Baigui Sun (WACV, 2025)

UCDR-Adapter: Exploring Adaptation of Pre-Trained Vision-Language Models for Universal Cross-Domain Retrieval. - Haoyu Jiang; Zhi-Qi Cheng; Gabriel Moreira; Jiawen Zhu; Jingdong Sun; Bukun Ren; Jun-Yan He; Qi Dai 001; Xian-Sheng Hua 001 (WACV, 2025)

Person in Uniforms Re-Identification. - Chong-Yang Xiang; Xiao Wu 001; Jun-Yan He; Zhaoquan Yuan; Tingquan He (ACM Trans. Multim. Comput. Commun. Appl., 2025)

Exploring Dynamic Transformer for Efficient Object Tracking. - Jiawen Zhu; Xin Chen 032; Haiwen Diao; Shuai Li 014; Jun-Yan He; Chenyang Li 007; Bin Luo 008; Dong Wang 004; Huchuan Lu (IEEE Trans. Neural Networks Learn. Syst., 2025)