Wenhao Liu
30 papers · 2020–2026 · 9 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.
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🗺️ Taxonomy Completionist (62) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Dynamic Duo
(13)
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Prolific Year · Prolific
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The Questioner
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Century Club · Bronze
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Research topics
Machine Learning
(19)
Natural Language Processing
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Artificial Intelligence
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Deep Learning
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Applications
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Core AI
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Generation
(10)
Learning Types · Machine Learning
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Application Areas
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Core Methods
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Learning Paradigms
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Learning Types · Deep Learning
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Optimization & Theory
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Architectures
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Keywords
large language model
(5)
natural language inference
(4)
intent classification
(3)
text summarization
(3)
question answering
(3)
few-shot learning
(3)
parameter-efficient fine-tuning
(3)
natural language generation
(2)
dialogue system
(2)
automatic evaluation
(2)
representation engineering
(2)
abstractive summarization
(2)
transfer learning
(2)
pre-trained language model
(2)
text generation
(2)
representation editing
(2)
factual accuracy
(1)
mathematical reasoning
(1)
benchmark evaluation
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optimal transport
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Papers
Paper Folding Puzzles: Can Multimodal Large Language Models Perform Spatial Reasoning?
AAAI 2026
PosPrune: Visual Token Pruning with Positional Bias Correction for Efficient Large Vision-Language Models
AAAI 2026
KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search
ICML 2025
Revisiting Jailbreaking for Large Language Models: A Representation Engineering Perspective
COLING 2025
scSiameseClu: A Siamese Clustering Framework for Interpreting Single-cell RNA Sequencing Data
IJCAI 2025
STORM-BORN: A Challenging Mathematical Derivations Dataset Curated via a Human-in-the-Loop Multi-Agent Framework
ACL 2025
Tell Me What You Don’t Know: Enhancing Refusal Capabilities of Role-Playing Agents via Representation Space Analysis and Editing
ACL 2025
UPLex: Fine-Grained Personality Control in Large Language Models via Unsupervised Lexical Modulation
EMNLP 2025
Advancing Parameter Efficiency in Fine-tuning via Representation Editing
ACL 2024
Aligning Large Language Models with Human Preferences through Representation Engineering
ACL 2024
Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning
EACL 2024
Promoting Data and Model Privacy in Federated Learning through Quantized LoRA
EMNLP 2024
CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization
ACL 2023
Improving Gender Fairness of Pre-Trained Language Models without Catastrophic Forgetting
ACL 2023
Parameter Efficient Multi-task Fine-tuning by Learning to Transfer Token-wise Prompts
EMNLP 2023
A Generative Language Model for Few-shot Aspect-Based Sentiment Analysis
NAACL 2022
Conformal Predictor for Improving Zero-Shot Text Classification Efficiency
EMNLP 2022
DialFact: A Benchmark for Fact-Checking in Dialogue
ACL 2022
Exploring Neural Models for Query-Focused Summarization
NAACL 2022
HydraSum: Disentangling Style Features in Text Summarization with Multi-Decoder Models
EMNLP 2022
MixQG: Neural Question Generation with Mixed Answer Types
NAACL 2022
Near-Negative Distinction: Giving a Second Life to Human Evaluation Datasets
EMNLP 2022
Open Vocabulary Object Detection with Pseudo Bounding-Box Labels
ECCV 2022
QAConv: Question Answering on Informative Conversations
ACL 2022
QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization
NAACL 2022
Quiz Design Task: Helping Teachers Create Quizzes with Automated Question Generation
NAACL 2022
Controllable Abstractive Dialogue Summarization with Sketch Supervision
ACL 2021
Few-Shot Intent Classification by Gauging Entailment Relationship Between Utterance and Semantic Label
EMNLP 2021
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference
EMNLP 2020
Simple Data Augmentation with the Mask Token Improves Domain Adaptation for Dialog Act Tagging
EMNLP 2020