Fangkai Yang
22 papers · 2013–2026 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (46) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Dynamic Duo
(15)
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Conference Pioneer
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Renaissance Researcher
(5)
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Top co-authors
Research topics
Artificial Intelligence
(18)
Core AI
(18)
Natural Language Processing
(10)
Machine Learning
(8)
Deep Learning
(6)
Applications
(6)
Learning Types Β· Deep Learning
(6)
Reinforcement Learning
(5)
Learning Types Β· Machine Learning
(5)
Methods
(4)
Resources & Methods
(4)
Optimization & Theory
(3)
Computer Science
(2)
Knowledge & Reasoning
(2)
Application Areas
(2)
Keywords
large language model
(10)
retrieval-augmented generation
(4)
symbolic planning
(3)
hierarchical reinforcement learning
(3)
code generation
(3)
reward model
(2)
subtask scheduling
(2)
code translation
(2)
multi-agent system
(2)
multimodal learning
(2)
deep reinforcement learning
(2)
hierarchical decision making
(2)
reinforcement learning from human feedback
(1)
synthetic data generation
(1)
self-supervised learning
(1)
knowledge graph question answering
(1)
preference learning
(1)
reinforcement learning
(1)
hyperparameter tuning
(1)
information retrieval
(1)
Papers
RepoGenesis: Benchmarking End-to-End Microservice Generation from Readme to Repository
ACL 2026
AdaptFlow: Adaptive Workflow Optimization via Meta-Learning
EMNLP 2025
AXIS: Efficient Human-Agent-Computer Interaction with API-First LLM-Based Agents
ACL 2025
ExeCoder: Empowering Large Language Models with Executability Representation for Code Translation
EMNLP 2025
ICL-Bandit: Relevance Labeling in Advertisement Recommendation Systems via LLM
EMNLP 2025
SELF-EVOLVED REWARD LEARNING FOR LLMS
ICLR 2025
Skeleton-Guided-Translation: A Benchmarking Framework for Code Repository Translation with Fine-Grained Quality Evaluation
EMNLP 2025
Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation
EMNLP 2025
Token-level Proximal Policy Optimization for Query Generation
EMNLP 2025
WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models
ACL 2025
AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation
EMNLP 2024
Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments
ACL 2024
EfficientRAG: Efficient Retriever for Multi-Hop Question Answering
EMNLP 2024
Introducing GenCeption for Multimodal LLM Benchmarking: You May Bypass Annotations
NAACL 2024
SELF-GUARD: Empower the LLM to Safeguard Itself
NAACL 2024
Empower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering
EMNLP 2023
Measuring Acoustics with Collaborative Multiple Agents
IJCAI 2023
Logic-Based Sequential Decision-Making
AAAI 2019
SDRL: Interpretable and Data-Efficient Deep Reinforcement Learning Leveraging Symbolic Planning
AAAI 2019
PEORL: Integrating Symbolic Planning and Hierarchical Reinforcement Learning for Robust Decision-Making
IJCAI 2018
Planning with Task-Oriented Knowledge Acquisition for a Service Robot
IJCAI 2016
Action Language BC: Preliminary Report
IJCAI 2013