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Viewing Publication 1 - 100 from 546

2025

Skip Tuning: Pre-trained Vision-Language Models are Effective and Efficient Adapters ThemselvesShihan Wu 0001, Ji Zhang 0012, Pengpeng Zeng, Lianli Gao, Jingkuan Song, Heng Tao Shen. cvpr 2025: 14723-14732 [doi]

PHGC: Procedural Heterogeneous Graph Completion for Natural Language Task Verification in Egocentric VideosXun Jiang 0001, Zhiyi Huang, Xing Xu, Jingkuan Song, Fumin Shen, Heng Tao Shen. cvpr 2025: 8615-8624 [doi]

TAU-106K: A New Dataset for Comprehensive Understanding of Traffic AccidentYixuan Zhou 0001, Long Bai, Sijia Cai, Bing Deng, Xing Xu 0001, Heng Tao Shen. iclr 2025: [doi]

Joint Objective and Subjective Fuzziness Denoising for Multimodal Sentiment AnalysisXun Jiang 0001, Xing Xu 0001, Huimin Lu 0001, Lianghua He, Heng Tao Shen. tfs, 33(1):15-27, January 2025. [doi]

MSFlow: Multiscale Flow-Based Framework for Unsupervised Anomaly DetectionYixuan Zhou 0001, Xing Xu 0001, Jingkuan Song, Fumin Shen, Heng Tao Shen. tnn, 36(2):2437-2450, February 2025. [doi]

Resisting Noise in Pseudo Labels: Audible Video Event Parsing With Evidential LearningXun Jiang 0001, Xing Xu 0001, Liqing Zhu, Zhe Sun, Andrzej Cichocki, Heng Tao Shen. tnn, 36(6):10874-10888, June 2025. [doi]

Query as Supervision: Toward Low-Cost and Robust Video Moment and Highlight RetrievalXun Jiang 0001, Liqing Zhu, Xing Xu 0001, Fumin Shen, Yang Yang 0002, Heng Tao Shen. tcsv, 35(5):3955-3968, May 2025. [doi]

Attack as Defense: Proactive Adversarial Multi-Modal Learning to Evade RetrievalFengling Li 0001, Tianshi Wang, Lei Zhu 0002, Jingjing Li 0001, Heng Tao Shen. pami, 47(6):4717-4733, June 2025. [doi]

Geometric Matching for Cross-Modal RetrievalZheng Wang 0044, Zhenwei Gao, Yang Yang 0002, Guoqing Wang 0001, Chengbo Jiao, Heng Tao Shen. tnn, 36(3):5509-5521, March 2025. [doi]

Infinite Stream Estimation under Personalized w-Event PrivacyLeilei Du, Peng Cheng 0003, Lei Chen 0002, Heng Tao Shen, Xuemin Lin 0001, Wei Xi. pvldb, 18(6):1905-1918, February 2025. [doi]

Informative Scene Graph Generation via DebiasingLianli Gao, Xinyu Lyu, Yuyu Guo 0001, Yuxuan Hu, Yuan-Fang Li, Xu Lu 0004, Heng Tao Shen, Jingkuan Song. ijcv, 133(7):4196-4219, July 2025. [doi]

Visual-Semantic Alignment Temporal Parsing for Action Quality AssessmentKumie Gedamu, Yanli Ji, Yang Yang 0002, Jie Shao 0001, Heng Tao Shen. tcsv, 35(3):2436-2449, March 2025. [doi]

LRDNet: Lightweight LiDAR Aided Cascaded Feature Pools for Free Road Space DetectionAbdullah Aman Khan, Jie Shao 0001, Yunbo Rao, Lei She, Heng Tao Shen. tmm, 27:652-664, 2025. [doi]

Enhancing Few-Shot 3D Point Cloud Classification With Soft Interaction and Self-AttentionAbdullah Aman Khan, Jie Shao 0001, Sidra Shafiq, Shuyuan Zhu, Heng Tao Shen. tmm, 27:1127-1141, 2025. [doi]

From Observation to Understanding: Front-Door Adjustments with Uncertainty Calibration for Enhancing Egocentric Reasoning in LVLMsShenshen Li, Wenxin Meng, Lei Wang, Hao Yang, Chong Peng, Peng Yan, Fumin Shen, Jingkuan Song, Heng Tao Shen, Xing Xu 0001. acl 2025: 19152-19169 [doi]

Cross-Modal Uncertainty Modeling With Diffusion-Based Refinement for Text-Based Person RetrievalShenshen Li, Xing Xu 0001, Chen He, Fumin Shen, Yang Yang 0002, Heng Tao Shen. tcsv, 35(3):2881-2893, March 2025. [doi]

Toward Generalized and Realistic Unpaired Image Dehazing via Region-Aware Physical ConstraintsKaihao Lin, Guoqing Wang 0001, Tianyu Li, Yuhui Wu, Chongyi Li, Yang Yang 0002, Heng Tao Shen. tcsv, 35(3):2753-2767, March 2025. [doi]

Multi-Concept Learning for Scene Graph GenerationXinyu Lyu, Lianli Gao, Junlin Xie, Pengpeng Zeng, Yulu Tian, Jie Shao 0001, Heng Tao Shen. TIP, 34:3253-3267, 2025. [doi]

Efficient self-supervised heterogeneous graph representation learning with reconstructionYujie Mo, Heng Tao Shen, Xiaofeng Zhu 0001. inffus, 117:102846, 2025. [doi]

Unsupervised multi-view graph representation learning with dual weight-netYujie Mo, Heng Tao Shen, Xiaofeng Zhu 0001. inffus, 114:102669, 2025. [doi]

CDTR: Semantic Alignment for Video Moment Retrieval Using Concept Decomposition TransformerRan Ran, Jiwei Wei, Xiangyi Cai, Xiang Guan, Jie Zou, Yang Yang 0003, Heng Tao Shen. AAAI 2025: 6684-6692 [doi]

Intrinsic Consistency Preservation With Adaptively Reliable Samples for Source-Free Domain AdaptationJialin Tian, Abdulmotaleb El-Saddik, Xing Xu 0001, Dongshuai Li, Zuo Cao, Heng Tao Shen. tnn, 36(3):4738-4749, March 2025. [doi]

Visual Commonsense-Aware Representation Network for Video CaptioningPengpeng Zeng, Haonan Zhang, Lianli Gao, XiangPeng Li, Jin Qian, Heng Tao Shen. tnn, 36(1):1092-1103, January 2025. [doi]

Feature Noise Boosts DNN Generalization Under Label NoiseLu Zeng, Xuan Chen, Xiaoshuang Shi, Heng Tao Shen. tnn, 36(4):7711-7724, April 2025. [doi]

Heterogeneous Experts and Hierarchical Perception for Underwater Salient Object DetectionMingfeng Zha, Guoqing Wang 0001, Yunqiang Pei, Tianyu Li, Xiongxin Tang, Chongyi Li, Yang Yang 0002, Heng Tao Shen. TIP, 34:3703-3717, 2025. [doi]

Text-Video Retrieval With Global-LocalSemantic Consistent LearningHaonan Zhang, Pengpeng Zeng, Lianli Gao, Jingkuan Song, Yihang Duan, Xinyu Lyu, Heng Tao Shen. TIP, 34:3463-3474, 2025. [doi]

PSCon: Product Search Through ConversationsJie Zou, Mohammad Aliannejadi, Evangelos Kanoulas, Shuxi Han, Heli Ma, Zheng Wang 0044, Yang Yang 0002, Heng Tao Shen. sigir 2025: 3659-3669 [doi]

2024

Counterfactually Augmented Event Matching for De-biased Temporal Sentence GroundingXun Jiang 0001, Zhuoyuan Wei, Shenshen Li, Xing Xu 0001, Jingkuan Song, Heng Tao Shen. mm 2024: 6472-6481 [doi]

DMH-CL: Dynamic Model Hardness Based Curriculum Learning for Complex Pose EstimationYan Dai 0001, Beitao Chen, Lianli Gao, Jingkuan Song, Heng Tao Shen. tmm, 26:3180-3193, 2024. [doi]

A Comprehensive Survey on Source-Free Domain AdaptationJingjing Li 0001, Zhiqi Yu, Zhekai Du, Lei Zhu 0002, Heng Tao Shen. pami, 46(8):5743-5762, August 2024. [doi]

Fuzzy Multimodal Graph Reasoning for Human-Centric Instructional Video GroundingYujie Li 0001, Xun Jiang, Xing Xu 0001, Huimin Lu 0001, Heng Tao Shen. tfs, 32(9):5046-5059, September 2024. [doi]

BatchNorm-Based Weakly Supervised Video Anomaly DetectionYixuan Zhou 0001, Yi Qu, Xing Xu 0001, Fumin Shen, Jingkuan Song, Heng Tao Shen. tcsv, 34(12):13642-13654, December 2024. [doi]

Overcoming Data Deficiency for Multi-Person Pose EstimationYan Dai 0001, Xuanhan Wang, Lianli Gao, Jingkuan Song, Feng Zheng, Heng Tao Shen. tnn, 35(8):10857-10868, August 2024. [doi]

ReSParser: Fully Convolutional Multiple Human Parsing With Representative SetsYan Dai 0001, Xiaojia Chen, Xuanhan Wang, Minghui Pang, Lianli Gao, Heng Tao Shen. tmm, 26:1384-1394, 2024. [doi]

Multi-Modal Hashing for Efficient Multimedia Retrieval: A SurveyLei Zhu 0002, Chaoqun Zheng, Weili Guan, Jingjing Li 0001, Yang Yang 0002, Heng Tao Shen. tkde, 36(1):239-260, January 2024. [doi]

Learning With Imbalanced Noisy Data by Preventing Bias in Sample SelectionHuafeng Liu 0004, Mengmeng Sheng, Zeren Sun, Yazhou Yao, Xian-Sheng Hua 0001, Heng Tao Shen. tmm, 26:7426-7437, 2024. [doi]

DePT: Decoupled Prompt TuningJi Zhang 0012, Shihan Wu 0001, Lianli Gao, Heng Tao Shen, Jingkuan Song. cvpr 2024: 12924-12933 [doi]

Temporal Social Graph Network Hashing for Efficient RecommendationYang Xu 0025, Lei Zhu 0002, Jingjing Li 0001, Fengling Li, Heng Tao Shen. tkde, 36(7):3541-3555, July 2024. [doi]

Estimating the Semantics via Sector Embedding for Image-Text RetrievalZheng Wang 0044, Zhenwei Gao, Mengqun Han, Yang Yang 0002, Heng Tao Shen. tmm, 26:10342-10353, 2024. [doi]

Semantics Disentangling for Cross-Modal RetrievalZheng Wang 0044, Xing Xu 0001, Jiwei Wei, Ning Xie 0003, Yang Yang 0002, Heng Tao Shen. TIP, 33:2226-2237, 2024. [doi]

Complex Relation Embedding for Scene Graph GenerationZheng Wang 0044, Xing Xu 0001, Yin Zhang 0002, Yang Yang 0002, Heng Tao Shen. tnn, 35(6):8321-8335, June 2024. [doi]

Leveraging Weak Cross-Modal Guidance for Coherence Modelling via Iterative LearningYi Bin, Junrong Liao, Yujuan Ding, Haoxuan Li, Yang Yang 0002, See-Kiong Ng, Heng Tao Shen. mm 2024: 4630-4639 [doi]

GalleryGPT: Analyzing Paintings with Large Multimodal ModelsYi Bin, Wenhao Shi, Yujuan Ding, Zhiqiang Hu, Zheng Wang 0044, Yang Yang 0002, See-Kiong Ng, Heng Tao Shen. mm 2024: 7734-7743 [doi]

Modeling Hierarchical Uncertainty for Multimodal Emotion Recognition in ConversationFeiyu Chen, Jie Shao 0001, Anjie Zhu, Deqiang Ouyang, Xueliang Liu, Heng Tao Shen. tcyb, 54(1):187-198, January 2024. [doi]

Coreset Learning-Based Sparse Black-Box Adversarial Attack for Video RecognitionJiefu Chen, Tong Chen, Xing Xu 0001, Jingran Zhang, Yang Yang 0002, Heng Tao Shen. tifs, 19:1547-1560, 2024. [doi]

ProS: Prompting-to-Simulate Generalized Knowledge for Universal Cross-Domain RetrievalKaipeng Fang, Jingkuan Song, Lianli Gao, Pengpeng Zeng, Zhi-Qi Cheng, Xiyao Li, Heng Tao Shen. cvpr 2024: 17292-17301 [doi]

Embracing Unimodal Aleatoric Uncertainty for Robust Multimodal FusionZixian Gao, Xun Jiang 0001, Xing Xu 0001, Fumin Shen, Yujie Li 0001, Heng Tao Shen. cvpr 2024: 26866-26875 [doi]

Enhanced Experts with Uncertainty-Aware Routing for Multimodal Sentiment AnalysisZixian Gao, Disen Hu, Xun Jiang 0001, Huimin Lu 0001, Heng Tao Shen, Xing Xu 0001. mm 2024: 9650-9659 [doi]

Self-Supervised Sub-Action Parsing Network for Semi-Supervised Action Quality AssessmentKumie Gedamu, Yanli Ji, Yang Yang 0002, Jie Shao 0001, Heng Tao Shen. TIP, 33:6057-6070, 2024. [doi]

Boosting Adversarial Training with Hardness-Guided Attack StrategyShiyuan He, Jiwei Wei, Chaoning Zhang, Xing Xu 0001, Jingkuan Song, Yang Yang 0002, Heng Tao Shen. tmm, 26:7748-7760, 2024. [doi]

Goal-Reaching Policy Learning from Non-Expert Observations via Effective Subgoal GuidanceRenming Huang, Shaochong Liu, Yunqiang Pei, Peng Wang 0023, Guoqing Wang 0001, Yang Yang 0002, Heng Tao Shen. corl 2024: 1744-1762 [doi]

Dominant SIngle-Modal SUpplementary Fusion (SIMSUF) for Multimodal Sentiment AnalysisJian Huang, Yanli Ji, Zhen Qin, Yang Yang 0002, Heng Tao Shen. tmm, 26:8383-8394, 2024. [doi]

SDN: Semantic Decoupling Network for Temporal Language GroundingXun Jiang, Xing Xu 0001, Jingran Zhang, Fumin Shen, Zuo Cao, Heng Tao Shen. tnn, 35(5):6598-6612, May 2024. [doi]

Zero-Shot Video Moment Retrieval With Angular Reconstructive Text EmbeddingsXun Jiang, Xing Xu 0001, Zailei Zhou, Yang Yang 0002, Fumin Shen, Heng Tao Shen. tmm, 26:9657-9670, 2024. [doi]

Anti-Collapse Loss for Deep Metric LearningXiruo Jiang, Yazhou Yao, Xili Dai, Fumin Shen, Liqiang Nie, Heng Tao Shen. tmm, 26:11139-11150, 2024. [doi]

Visually Source-Free Domain Adaptation via Adversarial Style MatchingMengmeng Jing, Jingjing Li 0001, Ke Lu 0001, Lei Zhu 0002, Heng Tao Shen. TIP, 33:1032-1044, 2024. [doi]

Memory-Based Augmentation Network for Video CaptioningShuaiqi Jing, Haonan Zhang, Pengpeng Zeng, Lianli Gao, Jingkuan Song, Heng Tao Shen. tmm, 26:2367-2379, 2024. [doi]

An Efficient Membership Inference Attack for the Diffusion Model by Proximal InitializationFei Kong, Jinhao Duan, Ruipeng Ma, Heng Tao Shen, Xiaoshuang Shi, Xiaofeng Zhu 0001, Kaidi Xu. iclr 2024: [doi]

Adaptive Uncertainty-Based Learning for Text-Based Person RetrievalShenshen Li, Chen He, Xing Xu 0001, Fumin Shen, Yang Yang, Heng Tao Shen. AAAI 2024: 3172-3180 [doi]

Pixel Bleach Network for Detecting Face Forgery Under CompressionCongrui Li, Ziqiang Zheng, Yi Bin, Guoqing Wang 0001, Yang Yang 0002, Xuesheng Li, Heng Tao Shen. tmm, 26:2585-2597, 2024. [doi]

Multi-Grained Attention Network With Mutual Exclusion for Composed Query-Based Image RetrievalShenshen Li, Xing Xu 0001, Xun Jiang, Fumin Shen, Xin Liu 0011, Heng Tao Shen. tcsv, 34(4):2959-2972, April 2024. [doi]

Improving Pre-Trained Model-Based Speech Emotion Recognition From a Low-Level Speech Feature PerspectiveKe Liu, Jiwei Wei, Jie Zou, Peng Wang 0023, Yang Yang 0002, Heng Tao Shen. tmm, 26:10623-10636, 2024. [doi]

ScanERU: Interactive 3D Visual Grounding Based on Embodied Reference UnderstandingZiyang Lu, Yunqiang Pei, Guoqing Wang, Peiwei Li, Yang Yang, Yinjie Lei, Heng Tao Shen. AAAI 2024: 3936-3944 [doi]

Instance-Dictionary Learning for Open-World Object Detection in Autonomous Driving ScenariosZeyu Ma, Ziqiang Zheng, Jiwei Wei, Yang Yang 0002, Heng Tao Shen. tcsv, 34(5):3395-3408, May 2024. [doi]

Self-Supervised Heterogeneous Graph Learning: a Homophily and Heterogeneity ViewYujie Mo, Feiping Nie 0001, Ping Hu, Heng Tao Shen, Zheng Zhang 0006, Xinchao Wang, Xiaofeng Zhu 0001. iclr 2024: [doi]

GRLC: Graph Representation Learning With ConstraintsLiang Peng, Yujie Mo, Jie Xu 0044, Jialie Shen 0001, Xiaoshuang Shi, Xiaoxiao Li, Heng Tao Shen, Xiaofeng Zhu 0001. tnn, 35(6):8609-8622, June 2024. [doi]

Adaptive Multi-scale Degradation-Based Attack for Boosting the Adversarial TransferabilityRan Ran, Jiwei Wei, Chaoning Zhang, Guoqing Wang 0001, Yang Yang 0002, Heng Tao Shen. tmm, 26:10979-10990, 2024. [doi]

Imbalanced Open Set Domain Adaptation via Moving-Threshold Estimation and Gradual AlignmentJinghan Ru, Jun Tian, Chengwei Xiao, Jingjing Li 0001, Heng Tao Shen. tmm, 26:2504-2514, 2024. [doi]

Density-Aware Cloud Removal of Remote Sensing Imagery Using a Global-Local Fusion TransformerQuan Rui, Shiyuan He, Tianyu Li, Guoqing Wang 0001, Ningjuan Ruan, Lin Mei, Yang Yang 0002, Heng Tao Shen. tgrs, 62:1-11, 2024. [doi]

Cross-domain Recommendation via Dual Adversarial AdaptationHongzu Su, Jingjing Li 0001, Zhekai Du, Lei Zhu 0002, Ke Lu 0001, Heng Tao Shen. tois, 42(3), May 2024. [doi]

Ensemble Diversity Facilitates Adversarial TransferabilityBowen Tang, Zheng Wang 0044, Yi Bin, Qi Dou 0001, Yang Yang, Heng Tao Shen. cvpr 2024: 24377-24386 [doi]

Holistic Prototype Attention Network for Few-Shot Video Object SegmentationYin Tang, Tao Chen 0012, Xiruo Jiang, Yazhou Yao, Guo-Sen Xie, Heng Tao Shen. tcsv, 34(8):6699-6709, August 2024. [doi]

T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Large Language Model Signals for Science Question AnsweringLei Wang, Yi Hu, Jiabang He, Xing Xu, Ning Liu, Hui Liu, Heng Tao Shen. AAAI 2024: 19162-19170 [doi]

Unsupervised Cross-Domain Image Retrieval with Semantic-Attended Mixture-of-ExpertsKai Wang, Jiayang Liu, Xing Xu 0001, Jingkuan Song, Xin Liu 0011, Heng Tao Shen. sigir 2024: 197-207 [doi]

CPI-Parser: Integrating Causal Properties Into Multiple Human ParsingXuanhan Wang, Xiaojia Chen, Lianli Gao, Jingkuan Song, Heng Tao Shen. TIP, 33:5771-5782, 2024. [doi]

Cross-Modal Retrieval: A Systematic Review of Methods and Future DirectionsTianshi Wang, Fengling Li, Lei Zhu 0002, Jingjing Li 0001, Zheng Zhang 0006, Heng Tao Shen. pieee, 112(11):1716-1754, November 2024. [doi]

Invisible Black-Box Backdoor Attack against Deep Cross-Modal Hashing RetrievalTianshi Wang, Fengling Li, Lei Zhu 0002, Jingjing Li 0001, Zheng Zhang 0006, Heng Tao Shen. tois, 42(4), July 2024. [doi]

ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage GuaranteesZhiyuan Wang, Jinhao Duan, Lu Cheng, Yue Zhang, Qingni Wang, Xiaoshuang Shi, Kaidi Xu, Heng Tao Shen, Xiaofeng Zhu 0001. emnlp 2024: 6886-6898 [doi]

Towards Robust Person Re-Identification by Adversarial Training With Dynamic Attack StrategyJiwei Wei, Chen Pan, Shiyuan He, Guoqing Wang 0001, Yang Yang 0002, Heng Tao Shen. tmm, 26:10367-10380, 2024. [doi]

Runge-Kutta Guided Feature Augmentation for Few-Sample LearningJiwei Wei, Yang Yang 0002, Xiang Guan, Xing Xu 0001, Guoqing Wang 0001, Heng Tao Shen. tmm, 26:7349-7358, 2024. [doi]

JoReS-Diff: Joint Retinex and Semantic Priors in Diffusion Model for Low-light Image EnhancementYuhui Wu, Guoqing Wang 0001, Zhiwen Wang, Yang Yang 0002, Tianyu Li, Malu Zhang, Chongyi Li, Heng Tao Shen. mm 2024: 1810-1818 [doi]

Towards a Flexible Semantic Guided Model for Single Image Enhancement and RestorationYuhui Wu, Guoqing Wang 0001, Shaochong Liu, Yang Yang 0002, Wei Liu 0005, Xiongxin Tang, Shuhang Gu, Chongyi Li, Heng Tao Shen. pami, 46(12):9921-9939, December 2024. [doi]

FAFusion: Learning for Infrared and Visible Image Fusion via Frequency AwarenessGuobao Xiao, Zhimin Tang, Hanlin Guo, Jun Yu 0002, Heng Tao Shen. tim, 73:1-11, 2024. [doi]

Align and Retrieve: Composition and Decomposition Learning in Image Retrieval With Text FeedbackYahui Xu, Yi Bin, Jiwei Wei, Yang Yang 0002, Guoqing Wang 0001, Heng Tao Shen. tmm, 26:9936-9948, 2024. [doi]

Set of Diverse Queries With Uncertainty Regularization for Composed Image RetrievalYahui Xu, Jiwei Wei, Yi Bin, Yang Yang 0002, Zeyu Ma, Heng Tao Shen. tcsv, 34(10):10494-10506, October 2024. [doi]

Online Unsupervised Domain Adaptation via Reducing Inter- and Intra-Domain DiscrepanciesYalan Ye, Tongjie Pan, Qianhe Meng, Jingjing Li 0001, Heng Tao Shen. tnn, 35(1):884-898, January 2024. [doi]

SI-BiViT: Binarizing Vision Transformers with Spatial InteractionPeng Yin, Xiaosu Zhu, Jingkuan Song, Lianli Gao, Heng Tao Shen. mm 2024: 8169-8178 [doi]

Weakly-Supervised Mirror Detection via Scribble AnnotationsMingfeng Zha, Yunqiang Pei, Guoqing Wang, Tianyu Li, Yang Yang 0002, Wenbin Qian, Heng Tao Shen. AAAI 2024: 6953-6961 [doi]

Dual Domain Perception and Progressive Refinement for Mirror DetectionMingfeng Zha, Feiyang Fu, Yunqiang Pei, Guoqing Wang 0001, Tianyu Li, Xiongxin Tang, Yang Yang 0002, Heng Tao Shen. tcsv, 34(11):11942-11953, November 2024. [doi]

Towards Dynamic-Prompting Collaboration for Source-Free Domain AdaptationMengmeng Zhan, Zongqian Wu, Rongyao Hu, Ping Hu, Heng Tao Shen, Xiaofeng Zhu 0001. IJCAI 2024: 1643-1651 [doi]

MPT: Multi-grained Prompt Tuning for Text-Video RetrievalHaonan Zhang, Pengpeng Zeng, Lianli Gao, Jingkuan Song, Heng Tao Shen. mm 2024: 1206-1214 [doi]

SPT: Spatial Pyramid Transformer for Image CaptioningHaonan Zhang, Pengpeng Zeng, Lianli Gao, Xinyu Lyu, Jingkuan Song, Heng Tao Shen. tcsv, 34(6):4829-4842, June 2024. [doi]

Domain-Adaptive Energy-Based Models for Generalizable Face Anti-SpoofingDan Zhang, Zhekai Du, Jingjing Li 0001, Lei Zhu 0002, Heng Tao Shen. tmm, 26:10474-10488, 2024. [doi]

Ump: Unified Modality-Aware Prompt Tuning for Text-Video RetrievalHaonan Zhang, Pengpeng Zeng, Lianli Gao, Jingkuan Song, Heng Tao Shen. tcsv, 34(11):11954-11964, November 2024. [doi]

HIT: Solving Partial Index Tracking via Hierarchical Reinforcement LearningZetao Zheng, Jie Shao 0001, Feiyu Chen 0001, Anjie Zhu, Shilong Deng, Heng Tao Shen. icde 2024: 4709-4721 [doi]

Cross-Insight Trader: A Trading Approach Integrating Policies with Diverse Investment Horizons for Portfolio ManagementZetao Zheng, Jie Shao 0001, Shilong Deng, Anjie Zhu, Heng Tao Shen, Xiaofang Zhou 0001. icde 2024: 4685-4698 [doi]

Fully Unsupervised Domain-Agnostic Image RetrievalZiqiang Zheng, Hao Ren 0002, Yang Wu 0001, WeiChuan Zhang, Hong Lu 0001, Yang Yang 0002, Heng Tao Shen. tcsv, 34(6):5077-5090, June 2024. [doi]

Dual-Branch Hybrid Learning Network for Unbiased Scene Graph GenerationChaofan Zheng, Lianli Gao, Xinyu Lyu, Pengpeng Zeng, Abdulmotaleb El-Saddik, Heng Tao Shen. tcsv, 34(3):1743-1756, March 2024. [doi]

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