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Hongwei Wang

45 papers · 2019–2026 · 12 conferences · across top CS/AI conferences

Achievements

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+12 more ↓ 🌍 Conference Polyglot (12) 🏃 Academic Marathon (6) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (12)
🏃 Academic Marathon (6) 🧭 Keyword Pioneer 🤝 Dynamic Duo (10) 🏆 Grand Slam 👥 Mega-Team (34) 🧬 Topic Evolution The Questioner (2) 🚀 Conference Pioneer Prolific Year (15) 🗃️ Keyword Collector (166) 💎 Century Club (39) 🔥 Unstoppable (7)

Conferences

EMNLP (9) CVPR (7) AAAI (6) ACL (6) NAACL (5) ICLR (4) ICML (2) IJCAI (2) AACL (1) COLING (1) IJCNLP (1) NIPS (1)

Research topics

Papers

GAM: Hierarchical Graph-based Agentic Memory for LLM Agents ACL 2026 MAU-GPT: Enhancing Multi-type Industrial Anomaly Understanding via Anomaly-aware and Generalist Experts Adaptation AAAI 2026 Beyond Single-Speed Reasoning: Coordinating Fast and Slow Dynamics for Efficient World Modeling AAAI 2026 Understanding Dynamic Scenes in Ego Centric 4D Point Clouds AAAI 2026 IPS: In-Prompt Process Supervision for Short Video Content Moderation ACL 2026 CP-Router: An Uncertainty-Aware Router Between LLM and LRM AAAI 2026 ImputeINR: Time Series Imputation via Implicit Neural Representations for Disease Diagnosis with Missing Data IJCAI 2025 M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation ACL 2025 Retrieval Augmented Instruction Tuning for Open NER with Large Language Models COLING 2025 TS-SNN: Temporal Shift Module for Spiking Neural Networks ICML 2025 FSTA-SNN:Frequency-Based Spatial-Temporal Attention Module for Spiking Neural Networks AAAI 2025 Invisible Backdoor Attack against Self-supervised Learning CVPR 2025 MICAS: Multi-grained In-Context Adaptive Sampling for 3D Point Cloud Processing CVPR 2025 SCSA: A Plug-and-Play Semantic Continuous-Sparse Attention for Arbitrary Semantic Style Transfer CVPR 2025 Temporal Separation with Entropy Regularization for Knowledge Distillation in Spiking Neural Networks CVPR 2025 STAA-SNN: Spatial-Temporal Attention Aggregator for Spiking Neural Networks CVPR 2025 Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents ICLR 2025 Reasoning-Enhanced Domain-Adaptive Pretraining of Multimodal Large Language Models for Short Video Content Governance EMNLP 2025 MT-RewardTree: A Comprehensive Framework for Advancing LLM-Based Machine Translation via Reward Modeling EMNLP 2025 LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory ICLR 2025 Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots NAACL 2025 API Is Enough: Conformal Prediction for Large Language Models Without Logit-Access EMNLP 2024 MedM2G: Unifying Medical Multi-Modal Generation via Cross-Guided Diffusion with Visual Invariant CVPR 2024 Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models EMNLP 2024 DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models EMNLP 2024 Dense X Retrieval: What Retrieval Granularity Should We Use? EMNLP 2024 SemanticMask: A Contrastive View Design for Anomaly Detection in Tabular Data IJCAI 2024 Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations NAACL 2024 SemStamp: A Semantic Watermark with Paraphrastic Robustness for Text Generation NAACL 2024 Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models NAACL 2024 Empirical Study of Zero-Shot NER with ChatGPT EMNLP 2023 Unsupervised Multi-document Summarization with Holistic Inference AACL 2023 Going Beyond Sentence Embeddings: A Token-Level Matching Algorithm for Calculating Semantic Textual Similarity ACL 2023 Focus on Details: Online Multi-Object Tracking With Diverse Fine-Grained Representation CVPR 2023 A Class-Rebalancing Self-Training Framework for Distantly-Supervised Named Entity Recognition ACL 2023 On the Dimensionality of Sentence Embeddings EMNLP 2023 Unsupervised Multi-document Summarization with Holistic Inference IJCNLP 2023 Generating User-Engaging News Headlines ACL 2023 Chemical-Reaction-Aware Molecule Representation Learning ICLR 2022 RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios NAACL 2022 EventKE: Event-Enhanced Knowledge Graph Embedding EMNLP 2021 Distance Encoding: Design Provably More Powerful Neural Networks for Graph Representation Learning NIPS 2020 Lipschitz Generative Adversarial Nets ICML 2019 Modeling Local Dependence in Natural Language with Multi-Channel Recurrent Neural Networks AAAI 2019 AdaShift: Decorrelation and Convergence of Adaptive Learning Rate Methods ICLR 2019