Hao Fei

95 papers · 2020–2026 · 14 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (14) 🐝 Cross-Pollinator (12) 🏃 Academic Marathon (5) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (22) 🏆 Grand Slam 🏆 Keyword Champion (3) 🤝 Dynamic Duo (31) 👥 Mega-Team (32) 🔬 Deep Specialist (25) 🧬 Topic Evolution ❓ The Questioner (2) ⚡ Prolific Year (31) 🗃️ Keyword Collector (390) 📈 Trend Setter 💎 Century Club (93) 🚀 Conference Pioneer 🔥 Unstoppable (6)

Conferences

ACL (22) AAAI (16) EMNLP (13) NIPS (11) ICML (7) COLING (5) IJCAI (5) CVPR (4) ICCV (4) ICLR (2) IJCNLP (2) NAACL (2) AACL (1) SEMEVAL (1)

Top co-authors

Shengqiong Wu (32) Donghong Ji (31) Tat-Seng Chua (24) Fei Li (24) Bobo Li (16) Meishan Zhang (15) Jingye Li (13) Yafeng Ren (13) Hanwang Zhang (11) Qian Liu (9)

Keywords

large language model (18) multimodal learning (13) multimodal large language model (7) scene graph (6) graph neural network (6) visual reasoning (6) sentiment analysis (5) zero-shot learning (5) semantic role labeling (5) named entity recognition (5) vision-language model (5) instruction tuning (4) transfer learning (4) diffusion model (4) relation extraction (4) vision language model (4) syntactic parsing (4) attention mechanism (4) text generation (4) dependency parsing (4)

Papers

DragNeXt: Rethinking Drag-Based Image Editing AAAI 2026

Orthogonal Spatial-temporal Distributional Transfer for 4D Generation AAAI 2026

When Words Smile: Generating Diverse Emotional Facial Expressions from Text EMNLP 2025

Where, What, Why: Towards Explainable Driver Attention Prediction ICCV 2025

Derm1M: A Million-scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology ICCV 2025

Towards Semantic Equivalence of Tokenization in Multimodal LLM ICLR 2025

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

Combating Multimodal LLM Hallucination via Bottom-Up Holistic Reasoning AAAI 2025

CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models AAAI 2025

Divide-Solve-Combine: An Interpretable and Accurate Prompting Framework for Zero-shot Multi-Intent Detection AAAI 2025

Multi-Granular Multimodal Clue Fusion for Meme Understanding AAAI 2025

Watch Out Your Album! On the Inadvertent Privacy Memorization in Multi-Modal Large Language Models ICML 2025

$\mathcalVista\mathcalDPO$: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models ICML 2025

Enhancing Hyperbole and Metaphor Detection with Their Bidirectional Dynamic Interaction and Emotion Knowledge ACL 2025

Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework ACL 2025

CCHall: A Novel Benchmark for Joint Cross-Lingual and Cross-Modal Hallucinations Detection in Large Language Models ACL 2025

CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs ICLR 2025

Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining ICCV 2025

PhysSplat: Efficient Physics Simulation for 3D Scenes via MLLM-Guided Gaussian Splatting ICCV 2025

On Path to Multimodal Generalist: General-Level and General-Bench ICML 2025

CLEAR: A Framework Enabling Large Language Models to Discern Confusing Legal Paragraphs EMNLP 2025

David vs. Goliath: Cost-Efficient Financial QA via Cascaded Multi-Agent Reasoning EMNLP 2025

Universal Scene Graph Generation CVPR 2025

InTriage: Intelligent Telephone Triage in Pre-Hospital Emergency Care EMNLP 2025

Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene CVPR 2025

Improving Consistency Identification in Task-oriented Dialogue Through Multi-Agent Collaboration IJCAI 2025

Recognizing Everything from All Modalities at Once: Grounded Multimodal Universal Information Extraction ACL 2024

What Factors Influence LLMs’ Judgments? A Case Study on Question Answering COLING 2024

From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning, Efficiency and beyond COLING 2024

Dysen-VDM: Empowering Dynamics-aware Text-to-Video Diffusion with LLMs CVPR 2024

LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding Reasoning and Planning CVPR 2024

Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration NIPS 2024

Synergistic Dual Spatial-aware Generation of Image-to-text and Text-to-image NIPS 2024

A Survey of Ontology Expansion for Conversational Understanding EMNLP 2024

Guided Knowledge Generation with Language Models for Commonsense Reasoning EMNLP 2024

Divide and Conquer: Legal Concept-guided Criminal Court View Generation EMNLP 2024

What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration NIPS 2024

NUS-Emo at SemEval-2024 Task 3: Instruction-Tuning LLM for Multimodal Emotion-Cause Analysis in Conversations SEMEVAL 2024

NUS-Emo at SemEval-2024 Task 3: Instruction-Tuning LLM for Multimodal Emotion-Cause Analysis in Conversations NAACL 2024

Actively Learn from LLMs with Uncertainty Propagation for Generalized Category Discovery NAACL 2024

Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction AAAI 2024

Harnessing Holistic Discourse Features and Triadic Interaction for Sentiment Quadruple Extraction in Dialogues AAAI 2024

Reverse Multi-Choice Dialogue Commonsense Inference with Graph-of-Thought AAAI 2024

NExT-GPT: Any-to-Any Multimodal LLM ICML 2024

Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning ICML 2024

Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition ICML 2024

Unified Generative and Discriminative Training for Multi-modal Large Language Models NIPS 2024

ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models NIPS 2024

Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing NIPS 2024

OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding NIPS 2024

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation NIPS 2024

ProtT3: Protein-to-Text Generation for Text-based Protein Understanding ACL 2024

Revisiting Structured Sentiment Analysis as Latent Dependency Graph Parsing ACL 2024

Faithful Logical Reasoning via Symbolic Chain-of-Thought ACL 2024

XNLP: An Interactive Demonstration System for Universal Structured NLP ACL 2024

EmpathyEar: An Open-source Avatar Multimodal Empathetic Chatbot ACL 2024

Synergizing Large Language Models and Pre-Trained Smaller Models for Conversational Intent Discovery ACL 2024

Constructing Code-mixed Universal Dependency Forest for Unbiased Cross-lingual Relation Extraction ACL 2023

VPGTrans: Transfer Visual Prompt Generator across LLMs NIPS 2023

Imagine That! Abstract-to-Intricate Text-to-Image Synthesis with Scene Graph Hallucination Diffusion NIPS 2023

Cross2StrA: Unpaired Cross-lingual Image Captioning with Cross-lingual Cross-modal Structure-pivoted Alignment ACL 2023

Scene Graph as Pivoting: Inference-time Image-free Unsupervised Multimodal Machine Translation with Visual Scene Hallucination ACL 2023

Generating Visual Spatial Description via Holistic 3D Scene Understanding ACL 2023

Information Screening whilst Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling ACL 2023

Reasoning Implicit Sentiment with Chain-of-Thought Prompting ACL 2023

DiaASQ: A Benchmark of Conversational Aspect-based Sentiment Quadruple Analysis ACL 2023

MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter EMNLP 2023

Mastering the Explicit Opinion-Role Interaction: Syntax-Aided Neural Transition System for Unified Opinion Role Labeling AAAI 2022

Matching Structure for Dual Learning ICML 2022

Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysis ACL 2022

Cross-Lingual Contrastive Learning for Fine-Grained Entity Typing for Low-Resource Languages ACL 2022

Joint Alignment of Multi-Task Feature and Label Spaces for Emotion Cause Pair Extraction COLING 2022

OneEE: A One-Stage Framework for Fast Overlapping and Nested Event Extraction COLING 2022

Global Inference with Explicit Syntactic and Discourse Structures for Dialogue-Level Relation Extraction IJCAI 2022

Conversational Semantic Role Labeling with Predicate-Oriented Latent Graph IJCAI 2022

Inheriting the Wisdom of Predecessors: A Multiplex Cascade Framework for Unified Aspect-based Sentiment Analysis IJCAI 2022

Unified Named Entity Recognition as Word-Word Relation Classification AAAI 2022

Conversation Disentanglement with Bi-Level Contrastive Learning EMNLP 2022

Entity-centered Cross-document Relation Extraction EMNLP 2022

LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model NIPS 2022

MRN: A Locally and Globally Mention-Based Reasoning Network for Document-Level Relation Extraction IJCNLP 2021

Better Combine Them Together! Integrating Syntactic Constituency and Dependency Representations for Semantic Role Labeling ACL 2021

End-to-end Semantic Role Labeling with Neural Transition-based Model AAAI 2021

Encoder-Decoder Based Unified Semantic Role Labeling with Label-Aware Syntax AAAI 2021

Rethinking Boundaries: End-To-End Recognition of Discontinuous Mentions with Pointer Networks AAAI 2021

Learn from Syntax: Improving Pair-wise Aspect and Opinion Terms Extraction with Rich Syntactic Knowledge IJCAI 2021

Better Combine Them Together! Integrating Syntactic Constituency and Dependency Representations for Semantic Role Labeling IJCNLP 2021

MRN: A Locally and Globally Mention-Based Reasoning Network for Document-Level Relation Extraction ACL 2021

Latent Emotion Memory for Multi-Label Emotion Classification AAAI 2020

Mimic and Conquer: Heterogeneous Tree Structure Distillation for Syntactic NLP EMNLP 2020

Improving Text Understanding via Deep Syntax-Semantics Communication EMNLP 2020

Retrofitting Structure-aware Transformer Language Model for End Tasks EMNLP 2020

Modeling Local Contexts for Joint Dialogue Act Recognition and Sentiment Classification with Bi-channel Dynamic Convolutions COLING 2020

Cross-Lingual Semantic Role Labeling with High-Quality Translated Training Corpus ACL 2020

High-order Refining for End-to-end Chinese Semantic Role Labeling AACL 2020