Lifu Huang

83 papers · 2012–2026 · 13 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14) 🏃 Academic Marathon (13) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (13) 🗺️ Taxonomy Completionist (15) 🏠 Conference Loyalist (26) 🤝 Dynamic Duo (22) 👑 Triple Crown 🏆 Grand Slam 👥 Mega-Team (71) 🌱 Topic Pioneer 🔬 Deep Specialist (16) 🏆 Keyword Champion (3) 🗃️ Keyword Collector (321) 💎 Century Club (82) ❓ The Questioner (3) 📈 Trend Setter ⚡ Prolific Year (20) 🔥 Unstoppable (10)

Conferences

EMNLP (26) ACL (23) NAACL (13) ICLR (4) AAAI (3) COLING (3) ICML (3) IJCNLP (3) CONLL (1) EACL (1) ECCV (1) NIPS (1) WACV (1)

Top co-authors

Heng Ji (22) Qifan Wang (20) Zhiyang Xu (14) Ying Shen (12) Sijia Wang (9) Minqian Liu (9) Dongfang Liu (8) Cheng Han (6) Yixin Cao (5) Zihao Lin (5)

Research topics

Learning Types (1) Generation (1) Privacy (1)

Keywords

large language model (9) question answering (7) information extraction (7) named entity recognition (7) multimodal learning (7) zero-shot learning (6) knowledge graph (6) event extraction (5) prompt tuning (5) relation extraction (5) pre-trained language model (5) attention mechanism (5) knowledge base (4) instruction tuning (4) parameter-efficient fine-tuning (4) contrastive learning (4) vision-language model (4) text generation (4) transfer learning (4) neural network (4)

Papers

Endowing Vision-Language Models with System 2 Thinking for Fine-grained Visual Recognition AAAI 2026

Advancing Chart Question Answering with Robust Chart Component Recognition WACV 2025

DiPT: Enhancing LLM Reasoning through Diversified Perspective-Taking NAACL 2025

MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design NAACL 2025

Inference Compute-Optimal Video Vision Language Models ACL 2025

Persona-SQ: A Personalized Suggested Question Generation Framework For Real-world Documents NAACL 2025

UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers NAACL 2025

LLMs Can Reason Faster Only If We Let Them ICML 2025

AAAR-1.0: Assessing AI’s Potential to Assist Research ICML 2025

Re-Imagining Multimodal Instruction Tuning: A Representation View ICLR 2025

SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Model ICLR 2025

Modality-Specialized Synergizers for Interleaved Vision-Language Generalists ICLR 2025

Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models EMNLP 2025

MEPT: Mixture of Expert Prompt Tuning as a Manifold Mapper EMNLP 2025

Sycophancy Mitigation Through Reinforcement Learning with Uncertainty-Aware Adaptive Reasoning Trajectories EMNLP 2025

R2I-Bench: Benchmarking Reasoning-Driven Text-to-Image Generation EMNLP 2025

LLM Braces: Straightening Out LLM Predictions with Relevant Sub-Updates ACL 2025

Error-driven Data-efficient Large Multimodal Model Tuning ACL 2025

Position: TrustLLM: Trustworthiness in Large Language Models ICML 2024

MULTISCRIPT: Multimodal Script Learning for Supporting Open Domain Everyday Tasks AAAI 2024

Multimodal Instruction Tuning with Conditional Mixture of LoRA ACL 2024

Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models ACL 2024

X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification ACL 2024

Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning ACL 2024

Ameli: Enhancing Multimodal Entity Linking with Fine-Grained Attributes EACL 2024

AMD: Automatic Multi-step Distillation of Large-scale Vision Models ECCV 2024

M2PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning EMNLP 2024

DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models EMNLP 2024

Holistic Evaluation for Interleaved Text-and-Image Generation EMNLP 2024

EAVE: Efficient Product Attribute Value Extraction via Lightweight Sparse-layer Interaction EMNLP 2024

InternalInspector I2: Robust Confidence Estimation in LLMs through Internal States EMNLP 2024

Debate as Optimization: Adaptive Conformal Prediction and Diverse Retrieval for Event Extraction EMNLP 2024

A Comprehensive Survey on Document-Level Information Extraction EMNLP 2024

Facing the Elephant in the Room: Visual Prompt Tuning or Full finetuning? ICLR 2024

Visual Fourier Prompt Tuning NIPS 2024

X-Eval: Generalizable Multi-aspect Text Evaluation via Augmented Instruction Tuning with Auxiliary Evaluation Aspects NAACL 2024

RE2: Region-Aware Relation Extraction from Visually Rich Documents NAACL 2024

Targeted Augmentation for Low-Resource Event Extraction NAACL 2024

MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning ACL 2023

The Art of Prompting: Event Detection based on Type Specific Prompts ACL 2023

ADEPT: Adapter-based Efficient Prompt Tuning Approach for Language Models ACL 2023

Multimedia Generative Script Learning for Task Planning ACL 2023

Teamwork Is Not Always Good: An Empirical Study of Classifier Drift in Class-incremental Information Extraction ACL 2023

Learning from a Friend: Improving Event Extraction via Self-Training with Feedback from Abstract Meaning Representation ACL 2023

The Art of SOCRATIC QUESTIONING: Recursive Thinking with Large Language Models EMNLP 2023

APrompt: Attention Prompt Tuning for Efficient Adaptation of Pre-trained Language Models EMNLP 2023

RoAST: Robustifying Language Models via Adversarial Perturbation with Selective Training EMNLP 2023

New Frontiers of Information Extraction NAACL 2022

MOCHA: A Multi-Task Training Approach for Coherent Text Generation from Cognitive Perspective EMNLP 2022

Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation EMNLP 2022

Probing Script Knowledge from Pre-Trained Models EMNLP 2022

Extracting Temporal Event Relation with Syntax-guided Graph Transformer NAACL 2022

MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding AAAI 2022

Towards Automatic Curation of Antibiotic Resistance Genes via Statement Extraction from Scientific Papers: A Benchmark Dataset and Models ACL 2022

Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding ACL 2022

PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation ACL 2022

Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection COLING 2022

How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction ACL 2021

The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction EMNLP 2021

How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction IJCNLP 2021

Semi-supervised New Event Type Induction and Event Detection EMNLP 2020

Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning EMNLP 2019

PaperRobot: Incremental Draft Generation of Scientific Ideas ACL 2019

Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning IJCNLP 2019

Biomedical Event Extraction based on Knowledge-driven Tree-LSTM NAACL 2019

Cross-lingual Multi-Level Adversarial Transfer to Enhance Low-Resource Name Tagging NAACL 2019

Global Attention for Name Tagging CONLL 2018

Chengyu Cloze Test NAACL 2018

Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph Comprehension NAACL 2018

Multi-lingual Common Semantic Space Construction via Cluster-consistent Word Embedding EMNLP 2018

Zero-Shot Transfer Learning for Event Extraction ACL 2018

Paper Abstract Writing through Editing Mechanism ACL 2018

Genre Separation Network with Adversarial Training for Cross-genre Relation Extraction EMNLP 2018

Entity-aware Image Caption Generation EMNLP 2018

Open Relation Extraction and Grounding IJCNLP 2017

Improving Slot Filling Performance with Attentive Neural Networks on Dependency Structures EMNLP 2017

Bridge Text and Knowledge by Learning Multi-Prototype Entity Mention Embedding ACL 2017

AFET: Automatic Fine-Grained Entity Typing by Hierarchical Partial-Label Embedding EMNLP 2016

Liberal Event Extraction and Event Schema Induction ACL 2016

A Language-Independent Neural Network for Event Detection ACL 2016

Generating Supplementary Travel Guides from Social Media COLING 2014

Optimized Event Storyline Generation based on Mixture-Event-Aspect Model EMNLP 2013

RelationListwise for Query-Focused Multi-Document Summarization COLING 2012