Jingyuan Huang
10 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (29) 🗃️ Keyword Collector (59)
💎
Century Club · Bronze
❓
The Questioner
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Artificial Intelligence
(9)
Core AI
(8)
Machine Learning
(6)
Natural Language Processing
(4)
Application Areas
(4)
Deep Learning
(3)
Learning Types · Deep Learning
(3)
Applications · Natural Language Processing
(2)
Learning Types · Machine Learning
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Applications · Data Science & Analytics
(1)
Clinical
(1)
Core Methods
(1)
Generation
(1)
Keywords
large language model
(5)
rumor detection
(2)
benchmark evaluation
(2)
manifold learning
(1)
factual knowledge
(1)
ai safety
(1)
benchmark dataset
(1)
sample selection
(1)
cross-domain adaptation
(1)
out-of-distribution detection
(1)
supervised fine-tuning
(1)
cooperative game
(1)
healthcare application
(1)
cultural awareness
(1)
cultural bia
(1)
conversational agent
(1)
clinical evaluation
(1)
domain shift
(1)
hierarchical structure
(1)
game theory
(1)
Papers
DMHM: Density-aware Manifold Learning and Hybrid Mahalanobis Energy for LLMs-generated Text Detection
ACL 2026
H-Mem: Hybrid Multi-Dimensional Memory Management for Long-Context Conversational Agents
EACL 2026
MemRec: Collaborative Memory-Augmented Agentic Recommender System
ACL 2026
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
ICLR 2025
AI Sees Your Location—But With A Bias Toward The Wealthy World
EMNLP 2025
Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models
ACL 2025
Exploring Concept Depth: How Large Language Models Acquire Knowledge and Concept at Different Layers?
COLING 2025
GCML: Gradient Coherence Guided Meta-Learning for Cross-Domain Emerging Topic Rumor Detection
EMNLP 2025
LLM-based Rumor Detection via Influence Guided Sample Selection and Game-based Perspective Analysis
ACL 2025
Not All Countries Celebrate Thanksgiving: On the Cultural Dominance in Large Language Models
ACL 2024