Wang, Zhen
124 publications
CVPR
2025
Feature4X: Bridging Any Monocular Video to 4D Agentic AI with Versatile Gaussian Feature Fields
NeurIPS
2025
LithoSim: A Large, Holistic Lithography Simulation Benchmark for AI-Driven Semiconductor Manufacturing
NeurIPS
2025
LoSplit: Loss-Guided Dynamic Split for Training-Time Defense Against Graph Backdoor Attacks
NeurIPS
2025
Reinforced Active Learning for Large-Scale Virtual Screening with Learnable Policy Model
IJCAI
2025
SourceDetMamba: A Graph-Aware State Space Model for Source Detection in Sequential Hypergraphs
AAAI
2025
Style Nursing with Spatial and Semantic Guidance for Zero-Shot Traffic Scene Style Transfer
AAAI
2025
Thermal-Aware Low-Light Image Enhancement: A Real-World Benchmark and a New Light-Weight Model
NeurIPS
2025
scPilot: Large Language Model Reasoning Toward Automated Single-Cell Analysis and Discovery
NeurIPS
2024
A Swiss Army Knife for Heterogeneous Federated Learning: Flexible Coupling via Trace Norm
CVPR
2024
AUEditNet: Dual-Branch Facial Action Unit Intensity Manipulation with Implicit Disentanglement
ICML
2024
Contrastive Representation for Data Filtering in Cross-Domain Offline Reinforcement Learning
NeurIPS
2024
Exploitation of a Latent Mechanism in Graph Contrastive Learning: Representation Scattering
AAAI
2024
OVD-Explorer: Optimism Should Not Be the Sole Pursuit of Exploration in Noisy Environments
ICLR
2024
PromptAgent: Strategic Planning with Language Models Enables Expert-Level Prompt Optimization
ECML-PKDD
2024
RumorMixer: Exploring Echo Chamber Effect and Platform Heterogeneity for Rumor Detection
NeurIPS
2023
Learning Better with Less: Effective Augmentation for Sample-Efficient Visual Reinforcement Learning
ECML-PKDD
2023
Uncovering Multivariate Structural Dependency for Analyzing Irregularly Sampled Time Series
ICLR
2022
HyAR: Addressing Discrete-Continuous Action Reinforcement Learning via Hybrid Action Representation
IJCAI
2022
Modelling the Dynamics of Regret Minimization in Large Agent Populations: A Master Equation Approach
ICML
2022
PMIC: Improving Multi-Agent Reinforcement Learning with Progressive Mutual Information Collaboration