Zhitao He
10 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (34) ποΈ Keyword Collector (62)
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Century Club Β· Bronze
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Unstoppable Β· Bronze
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Artificial Intelligence
(9)
Core AI
(8)
Machine Learning
(6)
Natural Language Processing
(5)
Learning Types
(5)
Resources & Methods
(5)
Deep Learning
(3)
Architectures
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Clinical
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Keywords
large language model
(3)
knowledge boundary
(2)
zero-shot learning
(2)
commonsense knowledge
(2)
medical imaging
(1)
cross-lingual transfer
(1)
link prediction
(1)
named entity recognition
(1)
natural language processing
(1)
knowledge representation
(1)
confidence calibration
(1)
temporal information
(1)
knowledge unlearning
(1)
semantic matching
(1)
formal verification
(1)
instruction tuning
(1)
knowledge graph embedding
(1)
entity embedding
(1)
benchmark dataset
(1)
natural language generation
(1)
Papers
Mathematical Proof as a Litmus Test: Revealing Failure Modes of Advanced Large Reasoning Models
ACL 2026
MAC-Tuning: LLM Multi-Compositional Problem Reasoning with Enhanced Knowledge Boundary Awareness
EMNLP 2025
MedEBench: Diagnosing Reliability in Text-Guided Medical Image Editing
EMNLP 2025
MMBoundary: Advancing MLLM Knowledge Boundary Awareness through Reasoning Step Confidence Calibration
ACL 2025
AgentsCourt: Building Judicial Decision-Making Agents with Court Debate Simulation and Legal Knowledge Augmentation
EMNLP 2024
RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models
NeurIPS 2024
Zero-Shot Cross-Lingual Document-Level Event Causality Identification with Heterogeneous Graph Contrastive Transfer Learning
COLING 2024
Alignment Precedes Fusion: Open-Vocabulary Named Entity Recognition as Context-Type Semantic Matching
EMNLP 2023
LEGO: A Multi-agent Collaborative Framework with Role-playing and Iterative Feedback for Causality Explanation Generation
EMNLP 2023
CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous Knowledge
ACL 2022