Zhen Huang

55 papers · 2018–2026 · 14 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (12) 🏃 Academic Marathon (7) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (14) 🗺️ Taxonomy Completionist (19) 🧭 Keyword Pioneer 🤝 Dynamic Duo (21) 👥 Mega-Team (28) 🧬 Topic Evolution 🚀 Conference Pioneer 🔥 Unstoppable (8) 🗃️ Keyword Collector (236) ⚡ Prolific Year (14) 💎 Century Club (51) 📈 Trend Setter

Conferences

ACL (11) EMNLP (10) COLING (8) AAAI (6) IJCAI (5) CVPR (3) MICCAI (3) ICML (2) NIPS (2) ICCV (1) IJCNLP (1) INTERSPEECH (1) JMLR (1) NAACL (1)

Top co-authors

Dongsheng Li (22) Zhiliang Tian (12) Minghao Hu (11) Xu Shen (8) Yuxing Peng (7) Xinmei Tian (7) Zhihua Wen (6) Houqiang Li (6) Yong Dou (6) Menglong Lu (6)

Keywords

large language model (11) question answering (6) attention mechanism (6) neural network (5) machine reading comprehension (4) domain adaptation (4) knowledge distillation (4) reinforcement learning (3) rumor detection (3) text generation (3) evidence retrieval (3) reading comprehension (3) prompt engineering (3) retrieval-augmented generation (3) knowledge graph reasoning (2) sequence tagging (2) contrastive learning (2) message passing (2) few-shot learning (2) text classification (2)

Papers

WALKSAFE: Risk-aware Graph Random Walk with Bi-GRPO for LLM Safety AAAI 2026

Mixture-of-Trees: Learning to Select and Weigh Reasoning Paths for Efficient LLM Inference AAAI 2026

MedAtlas: Evaluating LLMs for Multi-Round, Multi-Task Medical Reasoning Across Diverse Imaging Modalities and Clinical Text AAAI 2026

Bridging the Language Gap: Uncovering and Aligning Shared Circuits for Multi-Hop Reasoning in Multilingual LLMs AAAI 2026

U-RWKV: Lightweight medical image segmentation with direction-adaptive RWKV MICCAI 2025

Interpret and Improve In-Context Learning via the Lens of Input-Label Mappings ACL 2025

Visual Evidence Prompting Mitigates Hallucinations in Large Vision-Language Models ACL 2025

AGD: Adversarial Game Defense Against Jailbreak Attacks in Large Language Models ACL 2025

LLM-based Rumor Detection via Influence Guided Sample Selection and Game-based Perspective Analysis ACL 2025

MECoT: Markov Emotional Chain-of-Thought for Personality-Consistent Role-Playing ACL 2025

MONTROSE: LLM-driven Monte Carlo Tree Search Self-Refinement for Cross-Domain Rumor Detection ACL 2025

SimCroP: Radiograph Representation Learning with Similarity-driven Cross-granularity Pre-training MICCAI 2025

PATE: Enhancing Few-Shot Pathological Image Classification via Prompt-Based Text-Image Embedding Adaptation MICCAI 2025

GCML: Gradient Coherence Guided Meta-Learning for Cross-Domain Emerging Topic Rumor Detection EMNLP 2025

Correlation-Aware Example Selection for In-Context Learning with Nonsymmetric Determinantal Point Processes EMNLP 2025

Interpreting Object-level Foundation Models via Visual Precision Search CVPR 2025

Partial Order-centered Hyperbolic Representation Learning for Few-shot Relation Extraction COLING 2025

Zero-resource Hallucination Detection for Text Generation via Graph-based Contextual Knowledge Triples Modeling AAAI 2025

KC-GenRe: A Knowledge-constrained Generative Re-ranking Method Based on Large Language Models for Knowledge Graph Completion COLING 2024

Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering NIPS 2024

POMP: Probability-driven Meta-graph Prompter for LLMs in Low-resource Unsupervised Neural Machine Translation ACL 2024

OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI NIPS 2024

A New Pipeline for Knowledge Graph Reasoning Enhanced by Large Language Models Without Fine-Tuning EMNLP 2024

Interpretable Composition Attribution Enhancement for Visio-linguistic Compositional Understanding EMNLP 2024

From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large Language Models with Pinpoint Tuning ICML 2024

Quasi-Monte Carlo Features for Kernel Approximation ICML 2024

Enhancing CTC-based speech recognition with diverse modeling units INTERSPEECH 2024

Conformer-Based Speech Recognition On Extreme Edge-Computing Devices NAACL 2024

A Canonicalization-Enhanced Known Fact-Aware Framework For Open Knowledge Graph Link Prediction IJCAI 2023

Teaching What You Should Teach: A Data-Based Distillation Method IJCAI 2023

DaMSTF: Domain Adversarial Learning Enhanced Meta Self-Training for Domain Adaptation ACL 2023

Temporal Extrapolation and Knowledge Transfer for Lifelong Temporal Knowledge Graph Reasoning EMNLP 2023

GRACE: Gradient-guided Controllable Retrieval for Augmenting Attribute-based Text Generation ACL 2023

Meta-Tsallis-Entropy Minimization: A New Self-Training Approach for Domain Adaptation on Text Classification IJCAI 2023

GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence EMNLP 2023

R2F: A General Retrieval, Reading and Fusion Framework for Document-level Natural Language Inference EMNLP 2022

AstBERT: Enabling Language Model for Financial Code Understanding with Abstract Syntax Trees EMNLP 2022

IMCI: Integrate Multi-view Contextual Information for Fact Extraction and Verification COLING 2022

Exploring Fourier Prior for Single Image Rain Removal IJCAI 2022

Kernel Partial Correlation Coefficient --- a Measure of Conditional Dependence JMLR 2022

Social Bot-Aware Graph Neural Network for Early Rumor Detection COLING 2022

Cloth-Changing Person Re-Identification From a Single Image With Gait Prediction and Regularization CVPR 2022

Adaptive Threshold Selective Self-Attention for Chinese NER COLING 2022

3D Local Convolutional Neural Networks for Gait Recognition ICCV 2021

Revisiting Knowledge Distillation: An Inheritance and Exploration Framework CVPR 2021

Using a Penalty-based Loss Re-estimation Method to Improve Implicit Discourse Relation Classification COLING 2020

Argumentation Mining on Essays at Multi Scales COLING 2020

Interactively-Propagative Attention Learning for Implicit Discourse Relation Recognition COLING 2020

A Multi-Type Multi-Span Network for Reading Comprehension that Requires Discrete Reasoning EMNLP 2019

A Multi-Type Multi-Span Network for Reading Comprehension that Requires Discrete Reasoning IJCNLP 2019

Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification ACL 2019

Read + Verify: Machine Reading Comprehension with Unanswerable Questions AAAI 2019

Retrieve, Read, Rerank: Towards End-to-End Multi-Document Reading Comprehension ACL 2019

Reinforced Mnemonic Reader for Machine Reading Comprehension IJCAI 2018

Attention-Guided Answer Distillation for Machine Reading Comprehension EMNLP 2018