黄凯奇｜中国科学院大学｜学者主页

百晓学者学者目录

精选作品

期刊论文

2026

大模型时代的视频与图像安全研究进展

桑农，黄凯奇，赵耀，高常鑫，考月英，谭创创，王翔，武美奇，尹文体

《中国图象图形学报》

2026

Talk With Your Fingers: A Depth-Aware Benchmark for Air-Writing Recognition

Mei-Qi Wu, Yuzhong Zhao, Xu-Chen Li, Shiyu Hu, Yuanqiang Cai, Jia-Hong Wu, Weiqiang Wang, Kaiqi Huang

IEEE transactions on circuits and systems for video technology (Print)

DOI

2026

COSOS-1k: A Benchmark Dataset and Occlusion-Aware Uncertainty Learning for Multi-View Video Object Detection

Wenjie Yang, Yueying Kao, Tong Liu, Yuan-Long Yu, Kaiqi Huang

IEEE Transactions on Image Processing

DOI

2026

SAMem: State-Aware Memory as a Fine-Grained Memory for LLM Agents in Decision-Making

Tong-Yan Wang, Pei Xu, Shiyue Cao, Likun Yang, Dai-Peng Li, Jianbin Jiao, Kaiqi Huang

Annual Meeting of the Association for Computational Linguistics

DOI

2026

Too Good to Be Human: AI Turing Test in Incomplete Information-Competitive Games

Wancheng Ni, Xiaoqiao Wang, Kaiqi Huang, Xiaonan Zhao, Shi-Xian Wang, Jian-Feng Hu, Xin Li

Computer

DOI

2026

RefRea: Reference-Guided Reasoning with Meta-Cognition for Accurate Language Model Agents

Yuxiang Mai, Qiyue Yin, Wancheng Ni, Jianwei Guo, Xiaogang Ouyang, Pei Xu, Kaiqi Huang

AAAI Conference on Artificial Intelligence

DOI

2026

Repeated Deceptive Path Planning against Learnable Observer

Shiyue Cao, Pei Xu, Likun Yang, Lei Cui, Shizhao Yu, Shiyu Zhang, Yongjian Ren, Xiaotang Chen, Kaiqi Huang

Proceedings of the 25th International Conference on Autonomous Agents and Multiagent Systems

DOI

2026

SOM: Structured Opponent Modeling for LLM-based Agents via Structural Causal Model

Shiyue Cao, Pei Xu, Likun Yang, Lei Cui, Xiaotang Chen, Kaiqi Huang

Proceedings of the 25th International Conference on Autonomous Agents and Multiagent Systems

DOI

2026

Rethinking Temporal Modeling in Visual Object Tracking via Decoupled Auxiliary Supervision

Dailing Zhang, Shiyu Hu, Honghao Fu, Xiaokun Feng, Yipei Wang, Kang Hao Cheong, Kaiqi Huang

Lecture notes in computer science

DOI

2025

基于大语言模型的兵棋推演智能决策技术

王彤，赵美静，徐沛，尹奇跃，焦建彬，黄凯奇

《自动化学报》

2025

视觉图灵三境界：大模型时代下视觉智能进展与展望

黄凯奇，武美奇，陈宏昊，丰效坤，张岱凌

《图学学报》

2025

Uncertainty-Aware Opponent Modeling for Deep Reinforcement Learning

Likun Yang, Pei Xu, Shiyue Cao, Yongjian Ren, Xiaotang Chen, Kaiqi Huang

Adaptive Agents and Multi-Agent Systems

DOI

2025

SciAgent: A Unified Multi-Agent System for Generalistic Scientific Reasoning

Xu-Chen Li, Ruitao Wu, Xuan-Bo Liu, Xu-Kai Wang, Jin-Bo Hu, Zhixin Bai, Bo-Han Zeng, Hao Liang, Le-Heng Chen, Ming-Rui Chen, Haitian Zhong, Xuan-Lin Yang, Xu-Yao Zhang, Liu Liu, Jia Li, Kaiqi Huang, Jia-Hao Xu, Hai-Tao Mi, Wentao Zhang, Bin Dong

arXiv.org

DOI

2025

CSTrack: Enhancing RGB-X Tracking via Compact Spatiotemporal Features

Xiao-Kun Feng, Dailing Zhang, Shiyu Hu, Xu-Chen Li, Mei-Qi Wu, Jing Zhang, Xiaotang Chen, Kaiqi Huang

International Conference on Machine Learning

DOI

2025

VS-LLM: Visual-Semantic Depression Assessment Based on LLM for Drawing Projection Test

Mei-Qi Wu, Yaxuan Kang, Xu-Chen Li, Shiyu Hu, Xiaotang Chen, Yunfeng Kang, Weiqiang Wang, Kaiqi Huang

Chinese Conference on Pattern Recognition and Computer Vision

DOI

2025

Select Less, Reason More: Prioritizing Evidence Purity for Video Reasoning

Xu-Chen Li, Xu-Zhao Li, Shiyu Hu, Kaiqi Huang

arXiv.org

DOI

2025

CausalStep: A Benchmark for Explicit Stepwise Causal Reasoning in Videos

Xu-Chen Li, Xu-Zhao Li, Shiyu Hu, Kaiqi Huang, Wentao Zhang

AAAI Conference on Artificial Intelligence

DOI

2025

ATCTrack: Aligning Target-Context Cues with Dynamic Target States for Robust Vision-Language Tracking

Xiao-Kun Feng, Shiyu Hu, Xu-Chen Li, Dailing Zhang, Mei-Qi Wu, Jing Zhang, Xiaotang Chen, Kaiqi Huang

IEEE International Conference on Computer Vision

DOI

2025

LLM Data Selection and Utilization via Dynamic Bi-level Optimization

Yang Yu, Kai Han, Hang Zhou, Ye-Hui Tang, Kaiqi Huang, Yun-He Wang, Dacheng Tao

International Conference on Machine Learning

DOI

2025

Stable and Expert-Aligned Evaluation of Wargaming Strategies via Optimized LLM Scoring Agents

Shizhao Yu, Lei Cui, Shengda Liu, Kaiqi Huang

2025 6th International Conference on Machine Learning and Computer Application (ICMLCA)

DOI

2025

Sequential Preference Optimization: Multi-Dimensional Preference Alignment with Implicit Reward Modeling

Xingzhou Lou, Junge Zhang, Jian Xie, Lifeng Liu, Yan Dong, Kaiqi Huang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2025

Constructive Conflict-Driven Multi-Agent Reinforcement Learning for Strategic Diversity

Yuxiang Mai, Qiyue Yin, Wancheng Ni, Pei Xu, Kaiqi Huang

International Joint Conference on Artificial Intelligence

DOI

2025

AdaPT: Adaptive Policy Transfer for Multi-agent Reinforcement Learning with Domain Classifiers

Yuxiang Mai, Qiyue Yin, Wancheng Ni, Kaiqi Huang

DOI

2024

大模型引导的高效强化学习方法

徐沛，黄凯奇

《图学学报》

2024

非完美信息博弈综述:对抗求解方法与对比分析

余超，刘宗凯，胡超豪，黄凯奇，张俊格

《计算机学报》

2024

基于不确定度的多智能体信用分配方法

杨光开，陈皓，张茗奕，尹奇跃，黄凯奇

《中国科学院大学学报(中英文)》

2024

单目标跟踪中的视觉智能评估技术综述

胡世宇，赵鑫，黄凯奇

《中国图象图形学报》

2024

面向Ad-Hoc协作的局部观测重建方法

陈皓，杨立昆，尹奇跃，黄凯奇

《中国科学院大学学报(中英文)》

2024

Enhancing Vision-Language Tracking by Effectively Converting Textual Cues into Visual Cues

Xiao-Kun Feng, Dailing Zhang, Shiyu Hu, Xu-Chen Li, Mei-Qi Wu, Jing Zhang, Xiaotang Chen, Kaiqi Huang

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2024

Beyond Accuracy: Tracking more like Human via Visual Search

Dailing Zhang, Shiyu Hu, Xiao-Kun Feng, Xu-Chen Li, Mei-Qi Wu, Jing Zhang, Kaiqi Huang

Neural Information Processing Systems

DOI

2024

MemVLT: Vision-Language Tracking with Adaptive Memory-based Prompts

Xiao-Kun Feng, Xu-Chen Li, Shiyu Hu, Dailing Zhang, Mei-Qi Wu, Jing Zhang, Xiaotang Chen, Kaiqi Huang

Neural Information Processing Systems

DOI

2024

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World

Meiqi Wu, Kaiqi Huang, Yuanqiang Cai, Shiyu Hu, Yuzhong Zhao, Weiqiang Wang

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2024

Safe Reinforcement Learning with Free-form Natural Language Constraints and Pre-Trained Language Models

Xingzhou Lou, Junge Zhang, Ziyan Wang, Kaiqi Huang, Yali Du

Adaptive Agents and Multi-Agents Systems

DOI

2024

TAPE: Leveraging Agent Topology for Cooperative Multi-Agent Policy Gradient

Xingzhou Lou, Junge Zhang, Timothy J. Norman, Kaiqi Huang, Yali Du

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2024

Information Bottleneck Based Data Correction in Continual Learning

Shuai Chen, Mingyi Zhang, Junge Zhang, Kaiqi Huang

Lecture notes in computer science

DOI

2024

DDAE: Towards Deep Dynamic Vision BERT Pretraining

Honghao Chen, Xiangwen Kong, Xiangyu Zhang, Xin Zhao, Kaiqi Huang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2024

Task-Wise Prompt Query Function for Rehearsal-Free Continual Learning

Shuai Chen, Mingyi Zhang, Junge Zhang, Kaiqi Huang

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2024

Exemplar-Based Continual Learning via Contrastive Learning

Shuai Chen, Mingyi Zhang, Junge Zhang, Kaiqi Huang

IEEE Transactions on Artificial Intelligence

DOI

2023

兵棋推演的智能决策技术与挑战

尹奇跃，赵美静，倪晚成，张俊格，黄凯奇

《自动化学报》

2023

Squeezing More Past Knowledge for Online Class-Incremental Continual Learning

Dahua Yu, Mingyi Zhang, Mantian Li, Fusheng Zha, Junge Zhang, Lining Sun, Kaiqi Huang

IEEE/CAA Journal of Automatica Sinica

DOI

2023

A Hierarchical Theme Recognition Model for Sandplay Therapy

Xiao-Kun Feng, Shiyu Hu, Xiaotang Chen, Kaiqi Huang

Chinese Conference on Pattern Recognition and Computer Vision

DOI

2023

EKGRL: Entity-Based Knowledge Graph Representation Learning for Fact-Based Visual Question Answering

Yongjian Ren, Xiaotang Chen, Kaiqi Huang

Chinese Conference on Pattern Recognition and Computer Vision

DOI

2023

PECAN: Leveraging Policy Ensemble for Context-Aware Zero-Shot Human-AI Coordination

Xingzhou Lou, Jiaxian Guo, Junge Zhang, Jun Wang, Kaiqi Huang, Yali Du

Adaptive Agents and Multi-Agents Systems

DOI

2023

Efficient-VQGAN: Towards High-Resolution Image Generation with Efficient Vision Transformers

Shiyue Cao, Yueqin Yin, Lianghua Huang, Yu Liu, Xin Zhao, Deli Zhao, Kaiqi Huang

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2023

Correction: SOTVerse: A User-Defined Task Space of Single Object Tracking

Shiyu Hu, Xin Zhao, Kaiqi Huang

International Journal of Computer Vision

DOI

2023

Deep Multitask Multiagent Reinforcement Learning With Knowledge Transfer

Yuxiang Mai, Yifan Zang, Qiyue Yin, Wancheng Ni, Kaiqi Huang

IEEE Transactions on Games

DOI

2023

Leveraging Joint-Action Embedding in Multiagent Reinforcement Learning for Cooperative Games

Xingzhou Lou, Junge Zhang, Yali Du, Chao Yu, Zhaofeng He, Kaiqi Huang

IEEE Transactions on Games

DOI

2023

Exploration via Joint Policy Diversity for Sparse-Reward Multi-Agent Tasks

Pei Xu, Junge Zhang, Kaiqi Huang

International Joint Conference on Artificial Intelligence

DOI

2023

Subspace-Aware Exploration for Sparse-Reward Multi-Agent Tasks

Pei Xu, Junge Zhang, Qiyue Yin, Chao Yu, Yaodong Yang, Kaiqi Huang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2023

Underexplored Subspace Mining for Sparse-Reward Cooperative Multi-Agent Reinforcement Learning

Yang Yu, Qiyue Yin, Junge Zhang, Hao Chen, Kaiqi Huang

DOI

2023

Contrastive Correlation Preserving Replay for Online Continual Learning

Dan-Ping Yu, Mingyi Zhang, Mantian Li, Fusheng Zha, Junge Zhang, Lining Sun, Kaiqi Huang

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2023

Prioritized Tasks Mining for Multi-Task Cooperative Multi-Agent Reinforcement Learning

Yang Yu, Qiyue Yin, Junge Zhang, Kaiqi Huang

Adaptive Agents and Multi-Agents Systems

DOI

2022

人机对抗中的博弈学习方法

周雷，尹奇跃，黄凯奇

《计算机学报》

2022

监控场景中的行人属性识别研究综述

贾健，陈晓棠，黄凯奇

《计算机学报》

2022

基于深度学习的视觉目标检测技术综述

曹家乐，李亚利，孙汉卿，谢今，黄凯奇，庞彦伟

《中国图象图形学报》

2022

A survey on deep learning based visual object detection

Jia-Le Cao, Yali Li, Han-Qing Sun, Jin Xie, Kaiqi Huang, Yan-Wei Pang

Journal of Image and Graphics

DOI

2022

Re-parameterizing Your Optimizers rather than Architectures

Xiaohan Ding, Honghao Chen, Xiangyu Zhang, Kaiqi Huang, Jungong Han, Guiguang Ding

White Rose Research Online (University of Leeds, The University of Sheffield, University of York)

DOI

2022

PanopticDepth: A Unified Framework for Depth-aware Panoptic Segmentation

Naiyu Gao, Fei He, Jian Jia, Yanhu Shan, Haoyang Zhang, Xin Zhao, Kaiqi Huang

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2022

DiffGAR: Model-Agnostic Restoration from Generative Artifacts Using Image-to-Image Diffusion Models

Yueqin Yin, Lianghua Huang, Yu Liu, Kaiqi Huang

DOI

2022

RACA: Relation-Aware Credit Assignment for Ad-Hoc Cooperation in Multi-Agent Deep Reinforcement Learning

Hao Chen, Guangkai Yang, Junge Zhang, Qiyue Yin, Kaiqi Huang

2022 International Joint Conference on Neural Networks (IJCNN)

DOI

2022

Multi-Agent Uncertainty Sharing for Cooperative Multi-Agent Reinforcement Learning

Guangkai Yang, Hao Chen, Junge Zhang, Qiyue Yin, Kaiqi Huang

2022 International Joint Conference on Neural Networks (IJCNN)

DOI

2022

Layer-Wisely Supervised Learning For One-Shot Neural Architecture Search

Yifei Chen, Zhourui Guo, Qiyue Yin, Hao Chen, Kaiqi Huang

2022 International Joint Conference on Neural Networks (IJCNN)

DOI

2022

FGA-NAS: Fast Resource-Constrained Architecture Search by Greedy-ADMM Algorithm

Yifei Chen, Junge Zhang, Qiaozhe Li, Hao Chen, Kaiqi Huang

2022 International Joint Conference on Neural Networks (IJCNN)

DOI

2022

Temporal-adaptive sparse feature aggregation for video object detection

Fei He, Qiaozhe Li, Xin Zhao, Kaiqi Huang

Pattern Recognition

DOI

2022

Learning Disentangled Attribute Representations for Robust Pedestrian Attribute Recognition

Jian Jia, Naiyu Gao, Fei He, Xiaotang Chen, Kaiqi Huang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2021

视觉图灵：从人机对抗看计算机视觉下一步发展

黄凯奇，赵鑫，李乔哲，胡世宇

《图学学报》

2021

Spatial and Semantic Consistency Regularizations for Pedestrian Attribute Recognition

Jian Jia, Xiaotang Chen, Kaiqi Huang

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2021

Learning to Reweight Imaginary Transitions for Model-Based Reinforcement Learning

Wenzhen Huang, Qiyue Yin, Junge Zhang, Kaiqi Huang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2021

Deep Reinforcement Learning With Part-Aware Exploration Bonus in Video Games

Pei Xu, Qiyue Yin, Junge Zhang, Kaiqi Huang

IEEE Transactions on Games

DOI

2021

Learning Macromanagement in Starcraft by Deep Reinforcement Learning

Wenzhen Huang, Qiyue Yin, Junge Zhang, Kaiqi Huang

Sensors

DOI

2021

Bottom-Up Foreground-Aware Feature Fusion for Practical Person Search

Wenjie Yang, Houjing Huang, Xiaotang Chen, Kaiqi Huang

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2020

人机对抗智能技术

黄凯奇，兴军亮，张俊格，倪晚成，徐博

《中国科学:信息科学》

2020

human faces

Shiqi Yu, Tie-Niu Tan, Kaiqi Huang, K. Jia, Xin-Yu Wu, E. Guillén, Daniel Padilla, Adriana Hernández, Kenneth E. Barner

2020

Bottom-Up Foreground-Aware Feature Fusion for Person Search

Wenjie Yang, Dangwei Li, Xiaotang Chen, Kaiqi Huang

ACM International Conference on Multimedia (ACM MM)

DOI

2020

Universal adversarial perturbations against object detection

Debang Li, Junge Zhang, Kaiqi Huang

Pattern Recognition

DOI

2020

Composing Good Shots by Exploiting Mutual Relations

Debang Li, Junge Zhang, Kaiqi Huang, Ming–Hsuan Yang

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2020

Learning to Learn Cropping Models for Different Aspect Ratio Requirements

Debang Li, Junge Zhang, Kaiqi Huang

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2020

Improve Person Re-Identification With Part Awareness Learning

Houjing Huang, Wenjie Yang, Jinbin Lin, Guan Huang, Jiamiao Xu, Guoli Wang, Xiaotang Chen, Kaiqi Huang

IEEE Transactions on Image Processing

DOI

2019

SSAP: Single-Shot Instance Segmentation With Affinity Pyramid

Naiyu Gao, Yanhu Shan, Yupei Wang, Xin Zhao, Yinan Yu, Ming Yang, Kaiqi Huang

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2019

SparseMask: Differentiable Connectivity Learning for Dense Image Prediction

Huikai Wu, Junge Zhang, Kaiqi Huang

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2019

GP-GAN

Huikai Wu, Shuai Zheng, Junge Zhang, Kaiqi Huang

ACM International Conference on Multimedia (ACM MM)

DOI

2019

Bridging the Gap Between Detection and Tracking: A Unified Approach

Lianghua Huang, Xin Zhao, Kaiqi Huang

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2019

An Effective Adversarial Training Based Spatial-Temporal Network for Abnormal Behavior Detection

Zhiyu Yin, Xiaotang Chen, Kaiqi Huang

Proceedings - International Conference on Image Processing

DOI

2019

Pedestrian Attribute Recognition by Joint Visual-semantic Reasoning and Knowledge Distillation

Qiaozhe Li, Xin Zhao, Ran He, Kaiqi Huang

International Joint Conference on Artificial Intelligence

DOI

2019

Recurrent Prediction with Spatio-temporal Attention for Crowd Attribute Recognition

Qiaozhe Li, Xin Zhao, Ran He, Kaiqi Huang

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2019

Semi-supervised Lesion Detection with Reliable Label Propagation and Missing Label Mining

Zhuo Wang, Zihao Li, Shu Zhang, Junge Zhang, Kaiqi Huang

Lecture notes in computer science

DOI

2018

Discriminative Learning of Latent Features for Zero-Shot Recognition

Yan Li, Junge Zhang, Jianguo Zhang, Kaiqi Huang

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2018

Iterative Residual Network for Structured Edge Detection

Yupei Wang, Xin Zhao, Kaiqi Huang

Proceedings - International Conference on Image Processing

DOI

2018

Densely Connected Single-Shot Detector

Pei Xu, Xin Zhao, Kaiqi Huang

Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition

DOI

2018

Pose Guided Deep Model for Pedestrian Attribute Recognition in Surveillance Scenarios

Dangwei Li, Xiaotang Chen, Zhang Zhang, Kaiqi Huang

IEEE International Conference on Multimedia and Expo (ICME)

DOI

2018

Densely Cascaded Shadow Detection Network via Deeply Supervised Parallel Fusion

Yupei Wang, Xin Zhao, Yin Li, Xuecai Hu, Kaiqi Huang

International Joint Conference on Artificial Intelligence

DOI

2018

Adversarially Occluded Samples for Person Re-identification

Houjing Huang, Dangwei Li, Zhang Zhang, Xiaotang Chen, Kaiqi Huang

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2018

Random walk-based feature learning for micro-expression recognition

Deepak Kumar Jain, Zhang Zhang, Kaiqi Huang

Pattern Recognition Letters

DOI

2017

Beyond Triplet Loss: A Deep Quadruplet Network for Person Re-identification

Weihua Chen, Xiaotang Chen, Jianguo Zhang, Kaiqi Huang

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2017

Learning Deep Context-Aware Features over Body and Latent Parts for Person Re-identification

Dangwei Li, Xiaotang Chen, Zhang Zhang, Kaiqi Huang

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2017

Semantics-guided multi-level RGB-D feature fusion for indoor semantic segmentation

Yabei Li, Junge Zhang, Yanhua Cheng, Kaiqi Huang, Tieniu Tan

Proceedings - International Conference on Image Processing

DOI

2017

Encyclopedia enhanced semantic embedding for zero-shot learning

Zhen Jia, Junge Zhang, Kaiqi Huang, Tieniu Tan

Proceedings - International Conference on Image Processing

DOI

2017

Locality-Sensitive Deconvolution Networks with Gated Fusion for RGB-D Indoor Semantic Segmentation

Yanhua Cheng, Rui Cai, Zhiwei Li, Xin Zhao, Kaiqi Huang

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2017

Multi angle optimal pattern-based deep learning for automatic facial expression recognition

Deepak Kumar Jain, Zhang Zhang, Kaiqi Huang

Pattern Recognition Letters

DOI

2017

Gestalt laws based tracklets analysis for human crowd understanding

Weiqi Zhao, Zhang Zhang, Kaiqi Huang

Pattern Recognition

DOI

2017

Automatic image cropping with aesthetic map and gradient energy map

Yueying Kao, Ran He, Kaiqi Huang

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2017

Deep Crisp Boundaries

Yupei Wang, Xin Zhao, Kaiqi Huang

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2016

利用双通道卷积神经网络的图像超分辨率算法

徐冉，张俊格，黄凯奇

《中国图象图形学报》

2016

人的视觉行为识别研究回顾、现状及展望

单言虎，张彰，黄凯奇

《计算机研究与发展》

2016

ORGM: Occlusion Relational Graphical Model for Human Pose Estimation

Lianrui Fu, Junge Zhang, Kaiqi Huang

IEEE Transactions on Image Processing

DOI

2016

Learning temporally correlated representations using lstms for visual tracking

Qiaozhe Li, Xin Zhao, Kaiqi Huang

Proceedings - International Conference on Image Processing

DOI

2016

Joint crowd detection and semantic scene modeling using a Gestalt laws-based similarity

Weiqi Zhao, Zhang Zhang, Kaiqi Huang

Proceedings - International Conference on Image Processing

DOI

2016

Hierarchical aesthetic quality assessment using deep convolutional neural networks

Yueying Kao, Kaiqi Huang, Steve Maybank

Signal Processing Image Communication

DOI

2016

Hybrid Patch Based Diagonal Pattern Geometric Appearance Model for Facial Expression Recognition

Deepak Kumar Jain, Zhang Zhang, Kaiqi Huang

Communications in computer and information science

DOI

2015

智能视频监控技术综述

黄凯奇，陈晓棠，康运锋，谭铁牛

《计算机学报》

2014

图像物体分类与检测算法综述

黄凯奇，任伟强，谭铁牛

《计算机学报》

2014

基于可变性分析的紧致图像表达

赵鑫，黄凯奇，谭铁牛

Journal of University of Science and Technology of China

2014

基于群体性行为模型的人群分析及其应用

陈威华，张旭，曹黎俊，黄凯奇

《网络新媒体技术》

2013

视觉认知计算模型综述

黄凯奇，谭铁牛

《模式识别与人工智能》

2013

大范围视频监控下的人群密度估计和预测系统(英文)

曹黎俊，黄凯奇

China Communications

2010

基于视频的夜间高速公路车辆事件检测

王鹏，黄凯奇

《中国图象图形学报》

2004

基于视觉特性和颜色空间的多尺度彩色图像增强算法

黄凯奇，王桥，吴镇扬

《电子学报》

2004

色彩恒常性在彩色图像增强中的应用

黄凯奇，吴镇扬，王桥

《应用科学学报》

2003

基于人眼视觉特性的多尺度彩色图象增强算法

黄凯奇，王桥，吴镇扬，胡学龙

《中国图象图形学报》

2003

基于视觉特性的多尺度彩色图像增强算法

黄凯奇，王桥，吴镇扬

《电路与系统学报》

会议论文

2018

基于深度态势匹配的辅助指挥控制决策方法应用研究

申生奇，尹奇跃，张俊格，黄凯奇

《第六届中国指挥控制大会论文集（上册）》

2018

不完全信息下对抗单元预测与估计模型

尹奇跃，詹东，张俊格，黄凯奇

《第六届中国指挥控制大会论文集（下册）》

2011

模式识别发展研究

刘成林，黄凯奇

《2010-2011控制科学与工程学科发展报告》

预印本

2026

Latent Temporal Discrepancy as Motion Prior: A Loss-Weighting Strategy for Dynamic Fidelity in T2V

Meiqi Wu, Bingze Song, Ruimin Lin, Chen Zhu, Xiaokun Feng, Jiahong Wu, Xiangxiang Chu, Kaiqi Huang

arXiv (Cornell University)

DOI

2026

Breaking the Tuning Barrier: Zero-Hyperparameters Yield Multi-Corner Analysis Via Learned Priors

Wei W. Xing, Kaiqi Huang, Jiazhan Liu, Hong Qiu, Shan Shen

arXiv preprint

2026

Omni-WorldBench: Towards a Comprehensive Interaction-Centric Evaluation for World Models

Meiqi Wu, Zhixin Cai, Fufangchen Zhao, Xiaokun Feng, Rujing Dang, Bingze Song, Ruitian Tian, Jiashu Zhu, Jiachen Lei, Hao Dou, Jing Tang, Lei Sun, Jiahong Wu, Xiangxiang Chu, Zeming Liu, Kaiqi Huang

arXiv preprint

2025

A Temporal Modeling Framework for Video Pre-Training on Video Instance Segmentation

Qing Zhong, Peng-Tao Jiang, Wen Wang, Guodong Ding, Lin Wu, Kaiqi Huang

arXiv preprint

2025

Unveiling Chain of Step Reasoning for Vision-Language Models with Fine-grained Rewards

Honghao Chen, Xingzhou Lou, Xiaokun Feng, Kaiqi Huang, Xinlong Wang

arXiv preprint

2025

No-Regret Strategy Solving in Imperfect-Information Games via Pre-Trained Embedding

Yanchang Fu, Shengda Liu, Pei Xu, Kaiqi Huang

arXiv preprint

2025

ImagerySearch: Adaptive Test-Time Search for Video Generation Beyond Semantic Dependency Constraints

Meiqi Wu, Jiashu Zhu, Xiaokun Feng, Chubin Chen, Chen Zhu, Bingze Song, Fangyuan Mao, Jiahong Wu, Xiangxiang Chu, Kaiqi Huang

arXiv preprint

2025

Beyond Outcome-Based Imperfect-Recall: Higher-Resolution Abstractions for Imperfect-Information Games

Yanchang Fu, Qiyue Yin, Shengda Liu, Pei Xu, Kaiqi Huang

arXiv preprint

2025

WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models

Qiyue Yin, Pei Xu, Qiaozhe Li, Shengda Liu, Shengqi Shen, Tong Wang, Yihong Han, Xiaonan Zhao, Likun Yang, Shiyue Cao, Shiyu Qiu, Yuxuan Liu, Shizhao Yu, Lei Cui, Chengxin Yan, Jie Sun, Xiangquan Tang, Kaiqi Huang

arXiv preprint

2025

KrwEmd: Revising the Imperfect-Recall Abstraction from Forgetting Everything

Yanchang Fu, Qiyue Yin, Shengda Liu, Pei Xu, Kaiqi Huang

arXiv preprint

2024

DTLLM-VLT: Diverse Text Generation for Visual Language Tracking Based on LLM

Xuchen Li, Xiaokun Feng, Shiyu Hu, Meiqi Wu, Dailing Zhang, Jing Zhang, Kaiqi Huang

arXiv preprint

2024

Visual Language Tracking with Multi-modal Interaction: A Robust Benchmark

Xuchen Li, Shiyu Hu, Xiaokun Feng, Dailing Zhang, Meiqi Wu, Jing Zhang, Kaiqi Huang

arXiv preprint

2024

Revealing the Dark Secrets of Extremely Large Kernel ConvNets on Robustness

Honghao Chen, Yurong Zhang, Xiaokun Feng, Xiangxiang Chu, Kaiqi Huang

arXiv preprint

2024

PeLK: Parameter-efficient Large Kernel ConvNets with Peripheral Convolution

Honghao Chen, Xiangxiang Chu, Yongjian Ren, Xin Zhao, Kaiqi Huang

arXiv preprint

2024

How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking

Xuchen Li, Shiyu Hu, Xiaokun Feng, Dailing Zhang, Meiqi Wu, Jing Zhang, Kaiqi Huang

arXiv preprint

2024

Signal Observation Models and Historical Information Integration in Poker Hand Abstraction

Yanchang Fu, Pei Xu, Dongdong Bai, Lingyun Zhao, Kaiqi Huang

arXiv preprint

2023

InsPro: Propagating Instance Query and Proposal for Online Video Instance Segmentation

Fei He, Haoyang Zhang, Naiyu Gao, Jian Jia, Yanhu Shan, Xin Zhao, Kaiqi Huang

arXiv preprint

2023

See Your Heart: Psychological states Interpretation through Visual Creations

Likun Yang, Xiaokun Feng, Xiaotang Chen, Shiyu Zhang, Kaiqi Huang

arXiv preprint

2022

Global Instance Tracking: Locating Target More Like Humans

Shiyu Hu, Xin Zhao, Lianghua Huang, Kaiqi Huang

arXiv preprint

DOI

2022

Distributed Deep Reinforcement Learning: A Survey and A Multi-Player Multi-Agent Learning Toolbox

Qiyue Yin, Tongtong Yu, Shengqi Shen, Jun Yang, Meijing Zhao, Kaiqi Huang, Bin Liang, Liang Wang

arXiv preprint

DOI

2022

Learning Disentangled Label Representations for Multi-label Classification

Jian Jia, Fei He, Naiyu Gao, Xiaotang Chen, Kaiqi Huang

arXiv (Cornell University)

DOI

2022

QueryProp: Object Query Propagation for High-Performance Video Object Detection

Fei He, Naiyu Gao, Jian Jia, Xin Zhao, Kaiqi Huang

arXiv preprint

DOI

2022

SOTVerse: A User-defined Task Space of Single Object Tracking

Shiyu Hu, Xin Zhao, Kaiqi Huang

arXiv preprint

DOI

2022

DecisionHoldem: Safe Depth-Limited Solving With Diverse Opponents for Imperfect-Information Games

Qibin Zhou, Dongdong Bai, Junge Zhang, Fuqing Duan, Kaiqi Huang

arXiv preprint

2022

Split Semantic Detection in Sandplay Images

Xiaokun Feng, Xiaotang Chen, Jian Jia, Kaiqi Huang

arXiv preprint

2021

Rethinking of Pedestrian Attribute Recognition: A Reliable Evaluation under Zero-Shot Pedestrian Identity Setting

Jian Jia, Houjing Huang, Xiaotang Chen, Kaiqi Huang

arXiv (Cornell University)

DOI

2021

The Partially Observable Asynchronous Multi-Agent Cooperation Challenge

Meng Yao, Qiyue Yin, Jun Yang, Tongtong Yu, Shengqi Shen, Junge Zhang, Bin Liang, Kaiqi Huang

arXiv preprint

2021

AI in Human-computer Gaming: Techniques, Challenges and Opportunities

Qiyue Yin, Jun Yang, Kaiqi Huang, Meijing Zhao, Wancheng Ni, Bin Liang, Yan Huang, Shu Wu, Liang Wang

arXiv preprint

DOI

2020

Learning Category- and Instance-Aware Pixel Embedding for Fast Panoptic Segmentation

Naiyu Gao, Yanhu Shan, Xin Zhao, Kaiqi Huang

arXiv preprint

DOI

2020

Rethinking of Pedestrian Attribute Recognition: Realistic Datasets with Efficient Method

Jian Jia, Houjing Huang, Wenjie Yang, Xiaotang Chen, Kaiqi Huang

arXiv preprint

2019

MVP-Net: Multi-view FPN with Position-aware Attention for Deep Universal Lesion Detection

Zihao Li, Shu Zhang, Junge Zhang, Kaiqi Huang, Yizhou Wang, Yizhou Yu

arXiv preprint

2019

Point Cloud Super Resolution with Adversarial Residual Graph Networks

Huikai Wu, Junge Zhang, Kaiqi Huang

arXiv (Cornell University)

DOI

2019

3D Object Detection Using Scale Invariant and Feature Reweighting Networks

Xin Zhao, Zhe Liu, Ruolan Hu, Kaiqi Huang

arXiv preprint

DOI

2019

FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation

Huikai Wu, Junge Zhang, Kaiqi Huang, Kongming Liang, Yizhou Yu

arXiv preprint

2019

GlobalTrack: A Simple and Strong Baseline for Long-term Tracking

Lianghua Huang, Xin Zhao, Kaiqi Huang

arXiv preprint

2018

Fast End-to-End Trainable Guided Filter

Huikai Wu, Shuai Zheng, Junge Zhang, Kaiqi Huang

arXiv preprint

2018

GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild

Lianghua Huang, Xin Zhao, Kaiqi Huang

arXiv preprint

DOI

2018

Deep Crisp Boundaries: From Boundaries to Higher-level Tasks

Yupei Wang, Xin Zhao, Yin Li, Kaiqi Huang

arXiv preprint

DOI

2018

Mixed Supervised Object Detection with Robust Objectness Transfer

Yan Li, Junge Zhang, Kaiqi Huang, Jianguo Zhang

arXiv preprint

2018

EANet: Enhancing Alignment for Cross-Domain Person Re-identification

Houjing Huang, Wenjie Yang, Xiaotang Chen, Xin Zhao, Kaiqi Huang, Jinbin Lin, Guan Huang, Dalong Du

arXiv preprint

2017

GP-GAN: Towards Realistic High-Resolution Image Blending

Huikai Wu, Shuai Zheng, Junge Zhang, Kaiqi Huang

arXiv preprint

2017

A2-RL: Aesthetics Aware Reinforcement Learning for Image Cropping

Debang Li, Huikai Wu, Junge Zhang, Kaiqi Huang

arXiv preprint

2017

MSC: A Dataset for Macro-Management in StarCraft II

Huikai Wu, Yanqi Zong, Junge Zhang, Kaiqi Huang

arXiv preprint

2016

A Richly Annotated Dataset for Pedestrian Attribute Recognition

Dangwei Li, Zhang Zhang, Xiaotang Chen, Haibin Ling, Kaiqi Huang

arXiv preprint

2016

Deep Aesthetic Quality Assessment with Semantic Information

Yueying Kao, Ran He, Kaiqi Huang

arXiv preprint

DOI

2016

A Large-scale Distributed Video Parsing and Evaluation Platform

Kai Yu, Yang Zhou, Da Li, Zhang Zhang, Kaiqi Huang

arXiv preprint

2016

A Multi-task Deep Network for Person Re-identification

Weihua Chen, Xiaotang Chen, Jianguo Zhang, Kaiqi Huang

arXiv preprint

2016

Weakly-supervised Learning of Mid-level Features for Pedestrian Attribute Recognition and Localization

Kai Yu, Biao Leng, Zhang Zhang, Dangwei Li, Kaiqi Huang

arXiv preprint

2015

An equalised global graphical model-based approach for multi-camera object tracking

Weihua Chen, Lijun Cao, Xiaotang Chen, Kaiqi Huang

arXiv preprint

2010

Translation-Invariant Representation for Cumulative Foot Pressure Images

Shuai Zheng, Kaiqi Huang, Tieniu Tan

arXiv preprint

研究方向

计算机视觉模式识别博弈决策视觉监控应用: 物体检测,跟踪,分类识别以及行为理解关键技术

此主页由公开资料整理，尚未经学者本人认领。