← Authors

Joey Tianyi Zhou

79 papers · 2012–2026 · 17 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (17) πŸƒ Academic Marathon (13) πŸ—ΊοΈ Taxonomy Completionist (14) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🌈 Renaissance Researcher (9) πŸ‘‘ Triple Crown πŸ† Grand Slam 🀝 Dynamic Duo (13) πŸ—ƒοΈ Keyword Collector (299) ❓ The Questioner ⚑ Prolific Year (6) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ’Ž Century Club (77) πŸ”₯ Unstoppable (7)

Conferences

NIPS (14) CVPR (10) AAAI (9) ICLR (8) ACL (7) EMNLP (6) ICML (5) ECCV (4) ICCV (4) IJCAI (2) INTERSPEECH (2) JMLR (2) WACV (2) AISTATS (1) ACML (1) IJCNLP (1) NAACL (1)

Top co-authors

Xi Peng (14) JIAWEI DU (13) Zuozhu Liu (9) Changqing Zhang (8) Peng Hu (8) Hongyuan Zhu (7) Jian Wu (6) Yang Feng (6) Zhiguo Cao (6) Huazhu Fu (6)

Keywords

representation learning (5) domain adaptation (4) contrastive learning (4) semantic segmentation (4) multimodal learning (4) neural network (4) adversarial attack (4) adversarial learning (4) dataset distillation (4) video understanding (3) model robustness (3) neural network training (3) backdoor attack (3) multi-view clustering (3) transfer learning (3) synthetic dataset (3) metric learning (2) coreset selection (2) zero-shot learning (2) medical imaging (2)

Papers

Poisoned Distillation: Injecting Backdoors into Distilled Datasets Without Raw Data Access AAAI 2026
Robust Semi-paired Multimodal Learning for Cross-modal Retrieval AAAI 2026
KPL: Training-Free Medical Knowledge Mining of Vision-Language Models AAAI 2025
PVP: Polar Representation Boost for 3D Semantic Occupancy Prediction WACV 2025
Identifying and Mitigating Social Bias Knowledge in Language Models NAACL 2025
Deep Unsupervised Hashing via External Guidance ICML 2025
Breaking Class Barriers: Efficient Dataset Distillation via Inter-Class Feature Compensator ICLR 2025
Agent Trading Arena: A Study on Numerical Understanding in LLM-Based Agents EMNLP 2025
CondenseLM: LLMs-driven Text Dataset Condensation via Reward Matching EMNLP 2025
Learning with Noisy Triplet Correspondence for Composed Image Retrieval CVPR 2025
ProjAttacker: A Configurable Physical Adversarial Attack for Face Recognition via Projector CVPR 2025
DiffPO: Diffusion-styled Preference Optimization for Inference Time Alignment of Large Language Models ACL 2025
Understanding Large Language Model Vulnerabilities to Social Bias Attacks ACL 2025
Multisize Dataset Condensation ICLR 2024
The Best of Both Worlds: On the Dilemma of Out-of-distribution Detection NIPS 2024
Diversity-Driven Synthesis: Enhancing Dataset Distillation through Directed Weight Adjustment NIPS 2024
PointCVaR: Risk-Optimized Outlier Removal for Robust 3D Point Cloud Classification AAAI 2024
Noisy-Correspondence Learning for Text-to-Image Person Re-identification CVPR 2024
Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning CVPR 2024
CrossGLG: LLM Guides One-shot Skeleton-based 3D Action Recognition in a Cross-level Manner ECCV 2024
STSP: Spatial-Temporal Subspace Projection for Video Class-incremental Learning ECCV 2024
Direct Distillation between Different Domains ECCV 2024
Shortcuts Arising from Contrast: Towards Effective and Lightweight Clean-Label Attacks in Prompt-Based Learning EMNLP 2024
MedCoT: Medical Chain of Thought via Hierarchical Expert EMNLP 2024
Video-Text Prompting for Weakly Supervised Spatio-Temporal Video Grounding EMNLP 2024
VPL: Visual Proxy Learning Framework for Zero-Shot Medical Image Diagnosis EMNLP 2024
FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data ICLR 2024
Data-independent Module-aware Pruning for Hierarchical Vision Transformers ICLR 2024
You Only Condense Once: Two Rules for Pruning Condensed Datasets NIPS 2023
Fed-GraB: Federated Long-tailed Learning with Self-Adjusting Gradient Balancer NIPS 2023
Provable Dynamic Fusion for Low-Quality Multimodal Data ICML 2023
dugMatting: Decomposed-Uncertainty-Guided Matting ICML 2023
Calibrating Multimodal Learning ICML 2023
Minimizing the Accumulated Trajectory Error To Improve Dataset Distillation CVPR 2023
Real-Time Multi-Person Eyeblink Detection in the Wild for Untrimmed Video CVPR 2023
A2J-Transformer: Anchor-to-Joint Transformer Network for 3D Interacting Hand Pose Estimation From a Single RGB Image CVPR 2023
Fast Model DeBias with Machine Unlearning NIPS 2023
Meta Knowledge Condensation for Federated Learning ICLR 2023
Sequential Subset Matching for Dataset Distillation NIPS 2023
Towards Distribution-Agnostic Generalized Category Discovery NIPS 2023
Frequency Guidance Matters in Few-Shot Learning ICCV 2023
Robust Geometry-Preserving Depth Estimation Using Differentiable Rendering ICCV 2023
Cross-modal Active Complementary Learning with Self-refining Correspondence NIPS 2023
C3P: Cross-Domain Pose Prior Propagation for Weakly Supervised 3D Human Pose Estimation ECCV 2022
XAI Beyond Classification: Interpretable Neural Clustering JMLR 2022
Multi-Scale Adaptive Network for Single Image Denoising NIPS 2022
Adversarial Semantic Hallucination for Domain Generalized Semantic Segmentation WACV 2022
Efficient Sharpness-aware Minimization for Improved Training of Neural Networks ICLR 2022
Sharpness-Aware Training for Free NIPS 2022
Parallel Attention Network with Sequence Matching for Video Grounding ACL 2021
Contrastive Clustering AAAI 2021
Trusted Multi-View Classification ICLR 2021
PointBA: Towards Backdoor Attacks in 3D Point Cloud ICCV 2021
Parallel Attention Network with Sequence Matching for Video Grounding IJCNLP 2021
Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions NIPS 2021
3DV: 3D Dynamic Voxel for Action Recognition in Depth Video CVPR 2020
Hooks in the Headline: Learning to Generate Headlines with Controlled Styles ACL 2020
Multi-source Meta Transfer for Low Resource Multiple-Choice Question Answering ACL 2020
Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games NIPS 2020
Partially View-aligned Clustering NIPS 2020
Speaker and Phoneme-Aware Speech Bandwidth Extension with Residual Dual-Path Network INTERSPEECH 2020
Unsupervised Domain Adaptation on Reading Comprehension AAAI 2020
Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment AAAI 2020
Multi-Task Learning for End-to-End Noise-Robust Bandwidth Extension INTERSPEECH 2020
Span-based Localizing Network for Natural Language Video Localization ACL 2020
Query-efficient Meta Attack to Deep Neural Networks ICLR 2020
Multi-class Heterogeneous Domain Adaptation JMLR 2019
A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation From a Single Depth Image ICCV 2019
Inter-Class Angular Loss for Convolutional Neural Networks AAAI 2019
CPM-Nets: Cross Partial Multi-View Networks NIPS 2019
Multi-view Spectral Clustering Network IJCAI 2019
COMIC: Multi-view Clustering Without Parameter Selection ICML 2019
Singe Image Rain Removal with Unpaired Information: A Differentiable Programming Perspective AAAI 2019
Dual Adversarial Neural Transfer for Low-Resource Named Entity Recognition ACL 2019
MIML-FCN+: Multi-Instance Multi-Label Learning via Fully Convolutional Networks With Privileged Information CVPR 2017
Transfer Hashing with Privileged Information IJCAI 2016
Exploit Bounding Box Annotations for Multi-Label Object Recognition CVPR 2016
Heterogeneous Domain Adaptation for Multiple Classes AISTATS 2014
Multi-view Positive and Unlabeled Learning ACML 2012