← Authors

Cheng Deng

109 papers · 2013–2026 · 11 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13) πŸƒ Academic Marathon (12) 🌍 Conference Polyglot (11) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🏠 Conference Loyalist (25) 🀝 Dynamic Duo (27) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ”¬ Deep Specialist (22) πŸ† Keyword Champion (4) πŸš€ Conference Pioneer ⚑ Prolific Year (7) πŸ”₯ Unstoppable (13) ❓ The Questioner πŸ’Ž Century Club (107) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (428)

Conferences

CVPR (34) IJCAI (25) AAAI (16) ICCV (11) NIPS (10) ICLR (4) ICML (3) ACL (2) JMLR (2) EMNLP (1) WACV (1)

Top co-authors

Heng Huang (27) Kun Wei (22) Xu Yang (21) Muli Yang (13) Wei Liu (13) Aming Wu (13) Xianglong Liu (11) Erkun Yang (10) Jiexi Yan (10) Dacheng Tao (8)

Research topics

Privacy (1)

Keywords

representation learning (9) contrastive learning (8) metric learning (8) knowledge distillation (8) unsupervised learning (8) continual learning (7) zero-shot learning (7) catastrophic forgetting (7) feature learning (6) adversarial learning (6) image retrieval (6) domain adaptation (5) nearest neighbor search (5) embedding learning (5) object detection (5) self-supervised learning (5) class-incremental learning (5) deep hashing (5) feature embedding (4) cross-modal retrieval (4)

Papers

Backtrace Mamba: Reviving Critical Temporal Contexts via Hierarchical Memory Compression for Online Action Detection AAAI 2026
Editing Is a Bargaining Game: Balanced Knowledge Editing in Large Language Models AAAI 2026
Vision-Language Interactive Relation Mining for Open-Vocabulary Scene Graph Generation ICCV 2025
Meta-Learning Dynamic Center Distance: Hard Sample Mining for Learning with Noisy Labels ICCV 2025
VGMamba: Attribute-to-Location Clue Reasoning for Quantity-Agnostic 3D Visual Grounding ICCV 2025
Towards Unified Human Motion-Language Understanding via Sparse Interpretable Characterization ICLR 2025
NovelQA: Benchmarking Question Answering on Documents Exceeding 200K Tokens ICLR 2025
Tackling Long-Tailed Data Challenges in Spiking Neural Networks via Heterogeneous Knowledge Distillation IJCAI 2025
Percept, Memory, and Imagine: World Feature Simulating for Open-Domain Unknown Object Detection CVPR 2025
Dynamic Adapter Tuning for Long-Tailed Class-Incremental Learning WACV 2025
In-context Learning Demonstration Generation with Text Distillation IJCAI 2025
Outstanding Orthodontist: No More Artifactual Teeth in Talking Face IJCAI 2025
Reasoning Mamba: Hypergraph-Guided Region Relation Calculating for Weakly Supervised Affordance Grounding CVPR 2025
Energy vs. Noise: Towards Robust Temporal Action Localization in Open-World AAAI 2025
Compress to One Point: Neural Collapse for Pre-Trained Model-Based Class-Incremental Learning AAAI 2025
CFD: Learning Generalized Molecular Representation via Concept-Enhanced Feedback Disentanglement ICLR 2025
Retrieval Across Any Domains via Large-scale Pre-trained Model ICML 2024
DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning ICML 2024
Exploiting Intrinsic Multilateral Logical Rules for Weakly Supervised Natural Language Video Localization ACL 2024
LLM Knows Body Language, Too: Translating Speech Voices into Human Gestures ACL 2024
Long-Tail Class Incremental Learning via Independent Sub-prototype Construction CVPR 2024
Robust Noisy Correspondence Learning with Equivariant Similarity Consistency CVPR 2024
ACFun: Abstract-Concrete Fusion Facial Stylization NIPS 2024
Asymmetric Mutual Alignment for Unsupervised Zero-Shot Sketch-Based Image Retrieval AAAI 2024
Navigating Continual Test-time Adaptation with Symbiosis Knowledge IJCAI 2024
A Versatile Framework for Continual Test-Time Domain Adaptation: Balancing Discriminability and Generalizability CVPR 2024
Unveiling the Unknown: Unleashing the Power of Unknown to Known in Open-Set Source-Free Domain Adaptation CVPR 2024
Dynamic Reactive Spiking Graph Neural Network AAAI 2024
Modulated Phase Diffusor: Content-Oriented Feature Synthesis for Detecting Unknown Objects ICLR 2024
Deep Feature Deblurring Diffusion for Detecting Out-of-Distribution Objects ICCV 2023
Bootstrap Your Own Prior: Towards Distribution-Agnostic Novel Class Discovery CVPR 2023
Discriminating Known From Unknown Objects via Structure-Enhanced Recurrent Variational AutoEncoder CVPR 2023
Exploring Safety Supervision for Continual Test-time Domain Adaptation IJCAI 2023
Hierarchical Prompt Learning for Compositional Zero-Shot Recognition IJCAI 2023
Similarity Distribution Based Membership Inference Attack on Person Re-identification AAAI 2023
Environment-Invariant Curriculum Relation Learning for Fine-Grained Scene Graph Generation ICCV 2023
Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus EMNLP 2023
MetricFormer: A Unified Perspective of Correlation Exploring in Similarity Learning NIPS 2022
Attention-guided Contrastive Hashing for Long-tailed Image Retrieval IJCAI 2022
Single-Domain Generalized Object Detection in Urban Scene via Cyclic-Disentangled Self-Distillation CVPR 2022
Mutual Quantization for Cross-Modal Search With Noisy Labels CVPR 2022
Not Just Selection, but Exploration: Online Class-Incremental Continual Learning via Dual View Consistency CVPR 2022
Noise Is Also Useful: Negative Correlation-Steered Latent Contrastive Learning CVPR 2022
Divide and Conquer: Compositional Experts for Generalized Novel Class Discovery CVPR 2022
Siamese Contrastive Embedding Network for Compositional Zero-Shot Learning CVPR 2022
RSA: Reducing Semantic Shift from Aggressive Augmentations for Self-supervised Learning NIPS 2022
Domain-Smoothing Network for Zero-Shot Sketch-Based Image Retrieval IJCAI 2021
Generalized and Discriminative Few-Shot Object Detection via SVD-Dictionary Enhancement NIPS 2021
Class-Incremental Instance Segmentation via Multi-Teacher Networks AAAI 2021
Generalized Zero-Shot Learning via Disentangled Representation AAAI 2021
Incremental Embedding Learning via Zero-Shot Translation AAAI 2021
Secure Bilevel Asynchronous Vertical Federated Learning with Backward Updating AAAI 2021
SelfSAGCN: Self-Supervised Semantic Alignment for Graph Convolution Network CVPR 2021
Unsupervised Hyperbolic Metric Learning CVPR 2021
Nearest Neighbor Matching for Deep Clustering CVPR 2021
Adversarial Attack on Deep Cross-Modal Hamming Retrieval ICCV 2021
Graph Debiased Contrastive Learning with Joint Representation Clustering IJCAI 2021
Black-Box Reductions for Zeroth-Order Gradient Algorithms to Achieve Lower Query Complexity JMLR 2021
Towards Transferable Targeted Attack CVPR 2020
Multi-Scale Fusion Subspace Clustering Using Similarity Constraint CVPR 2020
Projection & Probability-Driven Black-Box Attack CVPR 2020
Multi-Task Collaborative Network for Joint Referring Expression Comprehension and Segmentation CVPR 2020
Learning Unseen Concepts via Hierarchical Decomposition and Composition CVPR 2020
A Unified q-Memorization Framework for Asynchronous Stochastic Optimization JMLR 2020
Adversarial Learning for Robust Deep Clustering NIPS 2020
Fewer is More: A Deep Graph Metric Learning Perspective Using Fewer Proxies NIPS 2020
Context Modulated Dynamic Networks for Actor and Action Video Segmentation with Language Queries AAAI 2020
Lifelong Zero-Shot Learning IJCAI 2020
Deep Spectral Clustering Using Dual Autoencoder Network CVPR 2019
Cross Domain Model Compression by Structurally Weight Sharing CVPR 2019
Adversarial Fine-Grained Composition Learning for Unseen Attribute-Object Recognition ICCV 2019
Asymmetric Cross-Guided Attention Network for Actor and Action Video Segmentation From Natural Language Query ICCV 2019
Cross-Modal Learning with Adversarial Samples NIPS 2019
Pyramidal Person Re-IDentification via Multi-Loss Dynamic Training CVPR 2019
Balanced Self-Paced Learning for Generative Adversarial Clustering Network CVPR 2019
Deep Asymmetric Metric Learning via Rich Relationship Mining CVPR 2019
Towards Visual Feature Translation CVPR 2019
DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs CVPR 2019
Graph Convolutional Network Hashing for Cross-Modal Retrieval IJCAI 2019
Binarized Neural Networks for Resource-Efficient Hashing with Minimizing Quantization Loss IJCAI 2019
Hypergraph Induced Convolutional Manifold Networks IJCAI 2019
Zero-shot Metric Learning IJCAI 2019
Semantic Adversarial Network with Multi-Scale Pyramid Attention for Video Classification AAAI 2019
Robust Metric Learning on Grassmann Manifolds with Generalization Guarantees AAAI 2019
Orthogonality-Promoting Dictionary Learning via Bayesian Inference AAAI 2019
Coupled CycleGAN: Unsupervised Hashing Network for Cross-Modal Retrieval AAAI 2019
Deep View-Aware Metric Learning for Person Re-Identification IJCAI 2018
Complementary Binary Quantization for Joint Multiple Indexing IJCAI 2018
Deep Joint Semantic-Embedding Hashing IJCAI 2018
Multi-Level Metric Learning via Smoothed Wasserstein Distance IJCAI 2018
Unsupervised Deep Generative Adversarial Hashing Network CVPR 2018
Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval CVPR 2018
Direct Shape Regression Networks for End-to-End Face Alignment CVPR 2018
Bilevel Distance Metric Learning for Robust Image Recognition NIPS 2018
Faster Derivative-Free Stochastic Algorithm for Shared Memory Machines ICML 2018
Semantic Structure-based Unsupervised Deep Hashing IJCAI 2018
Predicting Alzheimer's Disease Cognitive Assessment via Robust Low-Rank Structured Sparse Model IJCAI 2017
How Unlabeled Web Videos Help Complex Event Detection? IJCAI 2017
Group Sparse Additive Machine NIPS 2017
Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization ICCV 2017
Theoretic Analysis and Extremely Easy Algorithms for Domain Adaptive Feature Learning IJCAI 2017
Multi-Class Support Vector Machine via Maximizing Multi-Class Margins IJCAI 2017
Learning A Structured Optimal Bipartite Graph for Co-Clustering NIPS 2017
Coordinate Discrete Optimization for Efficient Cross-View Image Retrieval IJCAI 2016
Multilinear Hyperplane Hashing CVPR 2016
Multi-View Complementary Hash Tables for Nearest Neighbor Search ICCV 2015
Multi-View Matrix Decomposition: A New Scheme for Exploring Discriminative Information IJCAI 2015
Collaborative Hashing CVPR 2014
Visual Reranking through Weakly Supervised Multi-graph Learning ICCV 2013