Tianyi Hu
11 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Artificial Intelligence
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Machine Learning
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Natural Language Processing
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Deep Learning
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Reinforcement Learning
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large language model
(4)
multi-agent system
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multi-agent reinforcement learning
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cultural adaptation
(2)
temporal knowledge graph
(2)
logical reasoning
(1)
sentiment analysis
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contrastive learning
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multilingual text
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query embedding
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backdoor attack
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knowledge graph
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semantic embedding
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language model
(1)
policy optimization
(1)
retrieval-augmented generation
(1)
policy learning
(1)
cooperative learning
(1)
defense method
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parameter-efficient fine-tuning
(1)
Papers
Culinary Crossroads: A RAG Framework for Enhancing Diversity in Cross-Cultural Recipe Adaptation
ACL 2026
Unreal-MAP: Unreal-Engine-Based General Platform for Multi-agent Reinforcement Learning
AAAI 2026
ChatMap: Mining Human Thought Processes for Customer Service Chatbots via Multi-Agent Collaboration
ACL 2025
CL-Attack: Textual Backdoor Attacks via Cross-Lingual Triggers
AAAI 2025
CoMoE: Contrastive Representation for Mixture-of-Experts in Parameter-Efficient Fine-tuning
EMNLP 2025
Complex Numerical Reasoning with Numerical Semantic Pre-training Framework
EMNLP 2025
Do LLMs Understand Wine Descriptors Across Cultures? A Benchmark for Cultural Adaptations of Wine Reviews
EMNLP 2025
INFER: A Neural-symbolic Model For Extrapolation Reasoning on Temporal Knowledge Graph
ICLR 2025
Bridging Cultures in the Kitchen: A Framework and Benchmark for Cross-Cultural Recipe Retrieval
EMNLP 2024
Coevolving with the Other You: Fine-Tuning LLM with Sequential Cooperative Multi-Agent Reinforcement Learning
NeurIPS 2024
TFLEX: Temporal Feature-Logic Embedding Framework for Complex Reasoning over Temporal Knowledge Graph
NeurIPS 2023