Wenyue Hua
24 papers · 2020–2025 · 7 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (47) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint
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Dynamic Duo
(14)
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Prolific Year Β· Prolific
β
The Questioner
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Century Club Β· Bronze
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Keyword Collector
(116)
Top co-authors
Research topics
Artificial Intelligence
(19)
Core AI
(18)
Natural Language Processing
(13)
Machine Learning
(11)
Resources & Methods
(9)
Deep Learning
(6)
Learning Types Β· Machine Learning
(6)
Application Areas
(4)
Knowledge & Reasoning
(3)
Applications
(3)
Learning Types Β· Deep Learning
(3)
Reasoning
(3)
Generation
(2)
Architectures
(1)
Core Methods
(1)
Keywords
large language model
(15)
prompt engineering
(3)
benchmark evaluation
(3)
multi-agent system
(2)
logical reasoning
(2)
reasoning ability
(2)
reasoning capability
(2)
in-context learning
(1)
knowledge editing
(1)
decision making
(1)
argument extraction
(1)
information retrieval
(1)
dependency parsing
(1)
inductive reasoning
(1)
language model evaluation
(1)
chain-of-thought reasoning
(1)
factual knowledge
(1)
model unlearning
(1)
question answering
(1)
semantic analysis
(1)
Papers
ADO: Automatic Data Optimization for Inputs in LLM Prompts
ACL 2025
Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities
ACL 2025
Disentangling Memory and Reasoning Ability in Large Language Models
ACL 2025
EmojiPrompt: Generative Prompt Obfuscation for Privacy-Preserving Communication with Cloud-based LLMs
NAACL 2025
Exploring Concept Depth: How Large Language Models Acquire Knowledge and Concept at Different Layers?
COLING 2025
From Commands to Prompts: LLM-based Semantic File System for AIOS
ICLR 2025
InductionBench: LLMs Fail in the Simplest Complexity Class
ACL 2025
Interactive Speculative Planning: Enhance Agent Efficiency through Co-design of System and User Interface
ICLR 2025
Layer-Level Self-Exposure and Patch: Affirmative Token Mitigation for Jailbreak Attack Defense
NAACL 2025
REALM: A Dataset of Real-World LLM Use Cases
ACL 2025
RuleArena: A Benchmark for Rule-Guided Reasoning with LLMs in Real-World Scenarios
ACL 2025
Towards a Design Guideline for RPA Evaluation: A Survey of Large Language Model-Based Role-Playing Agents
ACL 2025
BattleAgent: Multi-modal Dynamic Emulation on Historical Battles to Complement Historical Analysis
EMNLP 2024
MultiAgent Collaboration Attack: Investigating Adversarial Attacks in Large Language Model Collaborations via Debate
EMNLP 2024
NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes
ACL 2024
Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks
ACL 2024
The Impact of Reasoning Step Length on Large Language Models
ACL 2024
TrustAgent: Towards Safe and Trustworthy LLM-based Agents
EMNLP 2024
UP5: Unbiased Foundation Model for Fairness-aware Recommendation
EACL 2024
Mixed-domain Language Modeling for Processing Long Legal Documents
EMNLP 2023
OpenAGI: When LLM Meets Domain Experts
NeurIPS 2023
EntQA: Entity Linking as Question Answering
ICLR 2022
System 1 + System 2 = Better World: Neural-Symbolic Chain of Logic Reasoning
EMNLP 2022
A Predicate-Function-Argument Annotation of Natural Language for Open-Domain Information eXpression
EMNLP 2020