← Authors

Heng Tao Shen

78 papers · 2015–2026 · 12 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🌍 Conference Polyglot (12) πŸƒ Academic Marathon (10) 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (10) 🏠 Conference Loyalist (24) 🧬 Topic Evolution πŸ† Grand Slam 🀝 Dynamic Duo (28) πŸ”¬ Deep Specialist (18) πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (332) πŸ’Ž Century Club (76) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (11) ❓ The Questioner ⚑ Prolific Year (9)

Conferences

CVPR (24) AAAI (17) IJCAI (10) ICCV (8) ECCV (5) ICLR (3) ICML (3) ACL (2) CORL (2) NIPS (2) EMNLP (1) JMLR (1)

Top co-authors

Jingkuan Song (30) Lianli Gao (28) Xing Xu (23) Fumin Shen (19) Yang Yang (17) Xiaofeng Zhu (7) Dongxiang Zhang (6) Guoqing Wang (6) Zi Huang (5) Zheng Wang (5)

Keywords

multimodal learning (8) contrastive learning (6) graph neural network (5) attention mechanism (5) semantic segmentation (4) representation learning (4) domain generalization (4) self-supervised learning (4) metric learning (4) image retrieval (3) adversarial attack (3) visual attention (3) zero-shot learning (3) convolutional neural network (3) vision-language model (3) multi-modal learning (3) domain adaptation (3) unsupervised learning (3) object detection (3) video understanding (3)

Papers

De-biased Natural Language Egocentric Task Verification via Prototypical Evidence Learning AAAI 2026
Hyper-Opinion Vagueness Quantification for Robust Multimodal Learning AAAI 2026
Shortcut Learning in Generalist Robot Policies: The Role of Dataset Diversity and Fragmentation CORL 2025
Analytical Construction on Geometric Architectures: Transitioning from Static to Temporal Link Prediction ICML 2025
CDTR: Semantic Alignment for Video Moment Retrieval Using Concept Decomposition Transformer AAAI 2025
TAU-106K: A New Dataset for Comprehensive Understanding of Traffic Accident ICLR 2025
CoSMIC: Continual Self-supervised Learning for Multi-Domain Medical Imaging via Conditional Mutual Information Maximization ICCV 2025
Implicit Counterfactual Learning for Audio-Visual Segmentation ICCV 2025
Skip Tuning: Pre-trained Vision-Language Models are Effective and Efficient Adapters Themselves CVPR 2025
MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct ACL 2025
PHGC: Procedural Heterogeneous Graph Completion for Natural Language Task Verification in Egocentric Videos CVPR 2025
From Observation to Understanding: Front-Door Adjustments with Uncertainty Calibration for Enhancing Egocentric Reasoning in LVLMs ACL 2025
CoIN: A Benchmark of Continual Instruction Tuning for Multimodel Large Language Models NIPS 2024
Alleviating Hallucinations in Large Vision-Language Models through Hallucination-Induced Optimization NIPS 2024
Goal-Reaching Policy Learning from Non-Expert Observations via Effective Subgoal Guidance CORL 2024
Adaptive Uncertainty-Based Learning for Text-Based Person Retrieval AAAI 2024
ScanERU: Interactive 3D Visual Grounding Based on Embodied Reference Understanding AAAI 2024
Weakly-Supervised Mirror Detection via Scribble Annotations AAAI 2024
T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Large Language Model Signals for Science Question Answering AAAI 2024
Embracing Unimodal Aleatoric Uncertainty for Robust Multimodal Fusion CVPR 2024
DePT: Decoupled Prompt Tuning CVPR 2024
ProS: Prompting-to-simulate Generalized knowledge for Universal Cross-Domain Retrieval CVPR 2024
Ensemble Diversity Facilitates Adversarial Transferability CVPR 2024
Diffusion Models as Optimizers for Efficient Planning in Offline RL ECCV 2024
ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees EMNLP 2024
An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization ICLR 2024
Self-Supervised Heterogeneous Graph Learning: a Homophily and Heterogeneity View ICLR 2024
Towards Dynamic-Prompting Collaboration for Source-Free Domain Adaptation IJCAI 2024
Mentored Learning: Improving Generalization and Convergence of Student Learner JMLR 2024
Part-Aware Transformer for Generalizable Person Re-identification ICCV 2023
ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction ICCV 2023
Multilateral Semantic Relations Modeling for Image Text Retrieval CVPR 2023
Multivariate, Multi-Frequency and Multimodal: Rethinking Graph Neural Networks for Emotion Recognition in Conversation CVPR 2023
Learning Semantic-Aware Knowledge Guidance for Low-Light Image Enhancement CVPR 2023
Disentangled Multiplex Graph Representation Learning ICML 2023
A Universal Unbiased Method for Classification from Aggregate Observations ICML 2023
Multiplex Graph Representation Learning via Common and Private Information Mining AAAI 2023
Fine-Grained Predicates Learning for Scene Graph Generation CVPR 2022
TVT: Three-Way Vision Transformer through Multi-Modal Hypersphere Learning for Zero-Shot Sketch-Based Image Retrieval AAAI 2022
Semi-Supervised Video Paragraph Grounding With Contrastive Encoder CVPR 2022
Meta Distribution Alignment for Generalizable Person Re-Identification CVPR 2022
Unified Multivariate Gaussian Mixture for Efficient Neural Image Compression CVPR 2022
From General to Specific: Informative Scene Graph Generation via Balance Adjustment ICCV 2021
Multi-Stage Aggregated Transformer Network for Temporal Language Localization in Videos CVPR 2021
Enhancing Audio-Visual Association with Self-Supervised Curriculum Learning AAAI 2021
RSGNet: Relation based Skeleton Graph Network for Crowded Scenes Pose Estimation AAAI 2021
PoseGTAC: Graph Transformer Encoder-Decoder with Atrous Convolution for 3D Human Pose Estimation IJCAI 2021
Webly Supervised Fine-Grained Recognition: Benchmark Datasets and an Approach ICCV 2021
Patch-wise Attack for Fooling Deep Neural Network ECCV 2020
Bottom-up and Top-down: Bidirectional Additive Net for Edge Detection IJCAI 2020
Learning Cross-Aligned Latent Embeddings for Zero-Shot Cross-Modal Retrieval AAAI 2020
What Machines See Is Not What They Get: Fooling Scene Text Recognition Models With Adversarial Text Images CVPR 2020
Universal Weighting Metric Learning for Cross-Modal Matching CVPR 2020
Searching for Actions on the Hyperbole CVPR 2020
Template-Based Math Word Problem Solvers with Recursive Neural Networks AAAI 2019
Beyond Product Quantization: Deep Progressive Quantization for Image Retrieval IJCAI 2019
Deep Recurrent Quantization for Generating Sequential Binary Codes IJCAI 2019
Deliberate Attention Networks for Image Captioning AAAI 2019
Structured Two-Stream Attention Network for Video Question Answering AAAI 2019
Perceptual Pyramid Adversarial Networks for Text-to-Image Synthesis AAAI 2019
MR-NET: Exploiting Mutual Relation for Visual Relationship Detection AAAI 2019
Sequence-To-Sequence Domain Adaptation Network for Robust Text Image Recognition CVPR 2019
Exact Adversarial Attack to Image Captioning via Structured Output Learning With Latent Variables CVPR 2019
Generative Domain-Migration Hashing for Sketch-to-Image Retrieval ECCV 2018
Dual Conditional GANs for Face Aging and Rejuvenation IJCAI 2018
Coarse-to-fine Image Co-segmentation with Intra and Inter Rank Constraints IJCAI 2018
Highly-Economized Multi-View Binary Compression for Scalable Image Clustering ECCV 2018
From Pixels to Objects: Cubic Visual Attention for Visual Question Answering IJCAI 2018
TBN: Convolutional Neural Network with Ternary Inputs and Binary Weights ECCV 2018
Matrix Tri-Factorization With Manifold Regularizations for Zero-Shot Learning CVPR 2017
Leveraging Weak Semantic Relevance for Complex Video Event Classification ICCV 2017
Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning IJCAI 2017
Multi-Attention Network for One Shot Learning CVPR 2017
What's Wrong With That Object? Identifying Images of Unusual Objects by Modelling the Detection Score Distribution CVPR 2016
A Unified Framework for Discrete Spectral Clustering IJCAI 2016
Supervised Discrete Hashing CVPR 2015
Optimal Graph Learning With Partial Tags and Multiple Features for Image and Video Annotation CVPR 2015
Learning Binary Codes for Maximum Inner Product Search ICCV 2015