Zheng Wang

148 papers · 2014–2026 · 18 conferences · across top CS/AI conferences

Achievements

🗺️ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13) 🏃 Academic Marathon (12) 🌍 Conference Polyglot (17) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🏠 Conference Loyalist (27) 🏆 Keyword Champion (3) 👑 Triple Crown 🏆 Grand Slam 🌱 Topic Pioneer 🔬 Deep Specialist (26) 🧬 Topic Evolution 🤝 Dynamic Duo (18) ⚡ Prolific Year (16) 🔥 Unstoppable (11) 🗃️ Keyword Collector (73) 💎 Century Club (140) 📈 Trend Setter ❓ The Questioner (2) 🚀 Conference Pioneer

Conferences

AAAI (34) IJCAI (21) CVPR (20) ICML (14) EMNLP (10) ACL (10) NIPS (9) ECCV (5) ICCV (5) AISTATS (5) IJCNLP (3) ICLR (2) MICCAI (2) OSDI (2) UAI (2) WACV (2) EACL (1) NAACL (1)

Top co-authors

Shandian Zhe (18) Zhixiang Wang (9) Shin'ichi Satoh (9) Yansong Feng (8) Dongyan Zhao (8) Kui Jiang (8) Shibo Li (7) Zhengwei Yang (6) Rong Wang (6) Chia-Wen Lin (6)

Research topics

Processing (1) Privacy (1)

Keywords

variational inference (12) gaussian process (11) large language model (11) representation learning (7) person re-identification (7) contrastive learning (7) domain adaptation (6) neural network (6) tensor decomposition (6) self-supervised learning (5) graph neural network (5) adversarial attack (5) zero-shot learning (5) multimodal learning (5) federated learning (4) attention mechanism (4) tensor factorization (4) image classification (4) metric learning (4) code generation (4)

Papers

Reliable-View 2D-3D Key-Part Aligned Transformer with Reinforced Masking for 3D Point Cloud Understanding AAAI 2026

Hyper-Opinion Vagueness Quantification for Robust Multimodal Learning AAAI 2026

Towards Federated Clustering: A Client-wise Private Graph Aggregation Framework AAAI 2026

S2-Boost: Synergistic Semantic Boosting for Coarse-to-Fine Ensemble Learning AAAI 2026

D-GARA: A Dynamic Benchmarking Framework for GUI Agent Robustness in Real-World Anomalies AAAI 2026

SimROD: A Simple Baseline for Raw Object Detection with Global and Local Enhancements AAAI 2026

PMPGuard: Catching Pseudo-Matched Pairs in Remote Sensing Image–Text Retrieval AAAI 2026

Think Hard Only When Needed: A Hybrid Best-of-N and Beam Search for Efficient Test-Time Compute EACL 2026

More Than Memory Savings: Zeroth-Order Optimization Mitigates Forgetting in Continual Learning WACV 2026

TokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache Selection EMNLP 2025

Synergizing Multimodal Temporal Knowledge Graphs and Large Language Models for Social Relation Recognition EMNLP 2025

Optimizing Personalized Federated Learning Through Adaptive Layer-Wise Learning IJCAI 2025

WLB-LLM: Workload-Balanced 4D Parallelism for Large Language Model Training OSDI 2025

NeighborRetr: Balancing Hub Centrality in Cross-Modal Retrieval CVPR 2025

Federated Learning with Domain Shift Eraser CVPR 2025

Anomize: Better Open Vocabulary Video Anomaly Detection CVPR 2025

Dataflow-Guided Neuro-Symbolic Language Models for Type Inference ICML 2025

Foundation Model Insights and a Multi-Model Approach for Superior Fine-Grained One-shot Subset Selection ICML 2025

AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders ICML 2025

VEGAS: Towards Visually Explainable and Grounded Artificial Social Intelligence AAAI 2025

The Parables of the Mustard Seed and the Yeast: Extremely Low-Budget, High-Performance Nighttime Semantic Segmentation AAAI 2025

TokenMatcher: Diverse Tokens Matching for Unsupervised Visible-Infrared Person Re-Identification AAAI 2025

Language Pre-training Guided Masking Representation Learning for Time Series Classification AAAI 2025

Rethinking Cancer Gene Identification Through Graph Anomaly Analysis AAAI 2025

Balancing Privacy and Performance: A Many-in-One Approach for Image Anonymization AAAI 2025

Effects of Momentum in Implicit Bias of Gradient Flow for Diagonal Linear Networks AAAI 2025

Synergy of GFlowNet and Protein Language Model Makes a Diverse Antibody Designer AAAI 2025

ProtCLIP: Function-Informed Protein Multi-Modal Learning AAAI 2025

Pioneering Explainable Video Fact-Checking with a New Dataset and Multi-role Multimodal Model Approach AAAI 2025

CCIN: Compositional Conflict Identification and Neutralization for Composed Image Retrieval CVPR 2025

ProjAttacker: A Configurable Physical Adversarial Attack for Face Recognition via Projector CVPR 2025

You Think, You ACT: The New Task of Arbitrary Text to Motion Generation ICCV 2025

Enhancing WSI-Based Survival Analysis with Report-Auxiliary Self-Distillation MICCAI 2025

Cross-Category Subjectivity Generalization for Style-Adaptive Sketch Re-ID ICCV 2025

Subjective Camera 1.0: Bridging Human Cognition and Visual Reconstruction through Sequence-Aware Sketch-Guided Diffusion ICCV 2025

LAMB: A Training-Free Method to Enhance the Long-Context Understanding of SSMs via Attention-Guided Token Filtering ACL 2025

A Survey of LLM-based Agents in Medicine: How far are we from Baymax? ACL 2025

Detecting Corpus-Level Knowledge Inconsistencies in Wikipedia with Large Language Models EMNLP 2025

A3S: A General Active Clustering Method with Pairwise Constraints ICML 2024

Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibration ICML 2024

Open-Vocabulary Video Relation Extraction AAAI 2024

Contributing Dimension Structure of Deep Feature for Coreset Selection AAAI 2024

PrefAce: Face-Centric Pretraining with Self-Structure Aware Distillation AAAI 2024

Revisiting Adversarial Patches for Designing Camera-Agnostic Attacks against Person Detection NIPS 2024

M-RAG: Reinforcing Large Language Model Performance through Retrieval-Augmented Generation with Multiple Partitions ACL 2024

Iterative Refinement of Project-Level Code Context for Precise Code Generation with Compiler Feedback ACL 2024

Bridge-IF: Learning Inverse Protein Folding with Markov Bridges NIPS 2024

pyvene: A Library for Understanding and Improving PyTorch Models via Interventions NAACL 2024

ORCGT: Ollivier-Ricci Curvature-based Graph Model for Lung STAS Prediction MICCAI 2024

ReFT: Representation Finetuning for Language Models NIPS 2024

IQ-VFI: Implicit Quadratic Motion Estimation for Video Frame Interpolation CVPR 2024

HumanNeRF-SE: A Simple yet Effective Approach to Animate HumanNeRF with Diverse Poses CVPR 2024

SynSP: Synergy of Smoothness and Precision in Pose Sequences Refinement CVPR 2024

Bi-Causal: Group Activity Recognition via Bidirectional Causality CVPR 2024

Ensemble Diversity Facilitates Adversarial Transferability CVPR 2024

Zero-shot Object Counting with Good Exemplars ECCV 2024

Perturbation Guiding Contrastive Representation Learning for Time Series Anomaly Detection IJCAI 2024

FedPFT: Federated Proxy Fine-Tuning of Foundation Models IJCAI 2024

Empowering Large Language Model for Continual Video Question Answering with Collaborative Prompting EMNLP 2024

Crafting Personalized Agents through Retrieval-Augmented Generation on Editable Memory Graphs EMNLP 2024

Introducing Compiler Semantics into Large Language Models as Programming Language Translators: A Case Study of C to x86 Assembly EMNLP 2024

CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code EMNLP 2024

Functional Bayesian Tucker Decomposition for Continuous-indexed Tensor Data ICLR 2024

GRAPH-CONSTRAINED DIFFUSION FOR END-TO-END PATH PLANNING ICLR 2024

Sparse Multi-Relational Graph Convolutional Network for Multi-type Object Trajectory Prediction IJCAI 2024

Expressiveness is Effectiveness: Self-supervised Fashion-aware CLIP for Video-to-Shop Retrieval IJCAI 2024

The Implicit Bias of Gradient Descent toward Collaboration between Layers: A Dynamic Analysis of Multilayer Perceptions NIPS 2024

When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models ICML 2024

FedGS: Federated Graph-Based Sampling with Arbitrary Client Availability AAAI 2023

Store and Fetch Immediately: Everything Is All You Need for Space-Time Video Super-resolution AAAI 2023

From Generation to Suppression: Towards Effective Irregular Glow Removal for Nighttime Visibility Enhancement IJCAI 2023

Don't Ignore Alienation and Marginalization: Correlating Fraud Detection IJCAI 2023

DisCo: Distilled Student Models Co-training for Semi-supervised Text Mining EMNLP 2023

MGG: Accelerating Graph Neural Networks with Fine-Grained Intra-Kernel Communication-Computation Pipelining on Multi-GPU Platforms OSDI 2023

Meta-Learning with Adjoint Methods AISTATS 2023

Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation ICML 2023

Dynamic Tensor Decomposition via Neural Diffusion-Reaction Processes NIPS 2023

Multilateral Semantic Relations Modeling for Image Text Retrieval CVPR 2023

Prototypical Residual Networks for Anomaly Detection and Localization CVPR 2023

Good Is Bad: Causality Inspired Cloth-Debiasing for Cloth-Changing Person Re-Identification CVPR 2023

Scratch Each Other's Back: Incomplete Multi-Modal Brain Tumor Segmentation via Category Aware Group Self-Support Learning ICCV 2023

Revisiting Domain-Adaptive 3D Object Detection by Reliable, Diverse and Class-balanced Pseudo-Labeling ICCV 2023

Streaming Factor Trajectory Learning for Temporal Tensor Decomposition NIPS 2023

HOTCOLD Block: Fooling Thermal Infrared Detectors with a Novel Wearable Design AAAI 2023

Infinite-Fidelity Coregionalization for Physical Simulation NIPS 2022

Nonparametric Factor Trajectory Learning for Dynamic Tensor Decomposition ICML 2022

Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding ACL 2022

DANet: Image Deraining via Dynamic Association Learning IJCAI 2022

ELMA: Energy-Based Learning for Multi-Agent Activity Forecasting AAAI 2022

Degrade Is Upgrade: Learning Degradation for Low-Light Image Enhancement AAAI 2022

DISP6D: Disentangled Implicit Shape and Pose Learning for Scalable 6D Pose Estimation ECCV 2022

Context-Enhanced Stereo Transformer ECCV 2022

Colorization for In Situ Marine Plankton Images ECCV 2022

Rainy WCity: A Real Rainfall Dataset with Diverse Conditions for Semantic Driving Scene Understanding IJCAI 2022

Spatial-Temporal Space Hand-in-Hand: Spatial-Temporal Video Super-Resolution via Cycle-Projected Mutual Learning CVPR 2022

AutoIP: A United Framework to Integrate Physics into Gaussian Processes ICML 2022

Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic Foggy Scene Understanding CVPR 2022

Nonparametric Sparse Tensor Factorization with Hierarchical Gamma Processes ICML 2022

Balanced Contrastive Learning for Long-Tailed Visual Recognition CVPR 2022

Nonparametric Embeddings of Sparse High-Order Interaction Events ICML 2022

Physics Informed Deep Kernel Learning AISTATS 2022

Deep Multi-Fidelity Active Learning of High-Dimensional Outputs AISTATS 2022

Modularized Interaction Network for Named Entity Recognition IJCNLP 2021

Self-Adaptable Point Processes with Nonparametric Time Decays NIPS 2021

Very Important Person Localization in Unconstrained Conditions: A New Benchmark AAAI 2021

Learning to Attack Real-World Models for Person Re-identification via Virtual-Guided Meta-Learning AAAI 2021

Modularized Interaction Network for Named Entity Recognition ACL 2021

Gaussian Process based Deep Dyna-Q approach for Dialogue Policy Learning ACL 2021

Multi-Fidelity High-Order Gaussian Processes for Physical Simulation AISTATS 2021

Image Inpainting Guided by Coherence Priors of Semantics and Textures CVPR 2021

Streaming Bayesian Deep Tensor Factorization ICML 2021

Location Predicts You: Location Prediction via Bi-direction Speculation and Dual-level Association IJCAI 2021

Federated Learning with Fair Averaging IJCAI 2021

Gaussian Process based Deep Dyna-Q approach for Dialogue Policy Learning IJCNLP 2021

Deep Unsupervised Anomaly Detection WACV 2021

When Pedestrian Detection Meets Nighttime Surveillance: A New Benchmark IJCAI 2020

Beyond Intra-modality: A Survey of Heterogeneous Person Re-identification IJCAI 2020

Learning Cross-Aligned Latent Embeddings for Zero-Shot Cross-Modal Retrieval AAAI 2020

Self-Modulating Nonparametric Event-Tensor Factorization ICML 2020

Towards Context-Aware Code Comment Generation EMNLP 2020

Guidance and Evaluation: Semantic-Aware Image Inpainting for Mixed Scenes ECCV 2020

BAIL: Best-Action Imitation Learning for Batch Deep Reinforcement Learning NIPS 2020

Universal Weighting Metric Learning for Cross-Modal Matching CVPR 2020

Learning Canonical Shape Space for Category-Level 6D Object Pose and Size Estimation CVPR 2020

Scalable Nonparametric Factorization for High-Order Interaction Events AISTATS 2020

Neighborhood Matching Network for Entity Alignment ACL 2020

Streaming Nonlinear Bayesian Tensor Decomposition UAI 2020

Supervised Discovery of Unknown Unknowns through Test Sample Mining (Student Abstract) AAAI 2020

Multi-Type Self-Attention Guided Degraded Saliency Detection AAAI 2020

Mining on Heterogeneous Manifolds for Zero-Shot Cross-Modal Image Retrieval AAAI 2020

Discriminative Feature Selection via A Structured Sparse Subspace Learning Module IJCAI 2020

Flexible Multi-View Representation Learning for Subspace Clustering IJCAI 2019

Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs IJCAI 2019

Conditional Expectation Propagation UAI 2019

Jointly Learning Entity and Relation Representations for Entity Alignment EMNLP 2019

Dual-View Ranking with Hardness Assessment for Zero-Shot Learning AAAI 2019

Learning to Reduce Dual-Level Discrepancy for Infrared-Visible Person Re-Identification CVPR 2019

Lattice CNNs for Matching Based Chinese Question Answering AAAI 2019

Composite Binary Decomposition Networks AAAI 2019

Jointly Learning Entity and Relation Representations for Entity Alignment IJCNLP 2019

Marrying Up Regular Expressions with Neural Networks: A Case Study for Spoken Language Understanding ACL 2018

Cascaded SR-GAN for Scale-Adaptive Low Resolution Person Re-identification IJCAI 2018

Visible Thermal Person Re-Identification via Dual-Constrained Top-Ranking IJCAI 2018

Evaluating Brush Movements for Chinese Calligraphy: A Computer Vision Based Approach IJCAI 2018

Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix ACL 2017

Scale-Adaptive Low-Resolution Person Re-Identification via Learning a Discriminating Surface IJCAI 2016

Causality Based Propagation History Ranking in Social Networks IJCAI 2016

Rank-One Matrix Pursuit for Matrix Completion ICML 2014