Zheng Hui

19 papers · 2018–2026 · 8 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (39) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint

🌈 Renaissance Researcher (7) ⚡ Prolific Year · Productive 💎 Century Club · Bronze 🗃️ Keyword Collector (92)

Venues

AAAI (4) ACL (4) CVPR (3) EMNLP (3) EACL (2) COLING (1) ICCV (1) ICML (1)

Top co-authors

Lin Ai (4) Zizhou Liu (4) Julia Hirschberg (4) Nigel Collier (2) Zhiteng Li (2) Yinheng Li (2) Linghe Kong (2) Kazuhito Koishida (2) Xiaokang Yang (2) Xuansong Xie (2)

Research topics

Artificial Intelligence (9) Core AI (9) Deep Learning (8) Machine Learning (7) Computer Vision (6) Models (4) Application Areas (3) Learning Types (3) Processing (3) Computer Science (2) Natural Language Processing (2) Applications (2) Architectures (2) Core Methods (2) Generation (2)

Keywords

large language model (5) video generation (2) reinforcement learning (2) diffusion model (2) text classification (2) cognitive modeling (1) image restoration (1) model quantization (1) data augmentation (1) harmful content (1) social media analysis (1) multimodal learning (1) neural architecture search (1) visual reasoning (1) vision transformer (1) synthetic data generation (1) efficient computing (1) posterior sampling (1) visual grounding (1) sentiment analysis (1)

Papers

AdaSVD: Singular Value Decomposition with Adaptive Mechanisms for Large Multimodal Models CVPR 2026 A Review of Incorporating Psychological Theories in LLMs EACL 2026 Privacy-R1: Privacy-Aware Multi-LLM Agent Collaboration via Reinforcement Learning ACL 2026 Toward Safe and Human-Aligned Game Conversational Recommendation via Multi-Agent Decomposition EACL 2026 Value of Information: A Framework for Human–Agent Communication ACL 2026 Cross-cultural Sentiment Analysis of Social Media Responses to a Sudden Crisis Event ACL 2025 Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation AAAI 2025 PropaInsight: Toward Deeper Understanding of Propaganda in Terms of Techniques, Appeals, and Intent COLING 2025 QuantCache: Adaptive Importance-Guided Quantization with Hierarchical Latent and Layer Caching for Video Generation ICCV 2025 VideoElevator: Elevating Video Generation Quality with Versatile Text-to-Image Diffusion Models AAAI 2025 Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale ICML 2025 WinSpot: GUI Grounding Benchmark with Multimodal Large Language Models ACL 2025 Auto-Prox: Training-Free Vision Transformer Architecture Search via Automatic Proxy Discovery AAAI 2024 Defending Against Social Engineering Attacks in the Age of LLMs EMNLP 2024 Enhancing Pre-Trained Generative Language Models with Question Attended Span Extraction on Machine Reading Comprehension EMNLP 2024 Improving Diffusion-Based Image Restoration with Error Contraction and Error Correction AAAI 2024 ToxiCraft: A Novel Framework for Synthetic Generation of Harmful Information EMNLP 2024 Learning the Non-Differentiable Optimization for Blind Super-Resolution CVPR 2021 Fast and Accurate Single Image Super-Resolution via Information Distillation Network CVPR 2018