Xingyuan Bu
13 papers · 2020–2026 · 7 venues · across top CS/AI venues
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Achievements
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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (37) 🌍 Conference Polyglot · Silver 👥 Mega-Team · Squad
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The Questioner
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Research topics
Artificial Intelligence
(12)
Core AI
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Machine Learning
(9)
Learning Types · Machine Learning
(9)
Natural Language Processing
(7)
Deep Learning
(6)
Resources & Methods
(5)
Learning Types · Deep Learning
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Models
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Computer Vision
(2)
Analysis
(2)
Application Areas
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Applications
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Core Methods
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Generation
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Keywords
large language model
(8)
benchmark evaluation
(2)
object detection
(2)
question answering
(2)
direct preference optimization
(2)
fine-grained evaluation
(2)
domain adaptation
(1)
chain-of-thought reasoning
(1)
transfer learning
(1)
preference learning
(1)
model selection
(1)
mathematical reasoning
(1)
dialogue generation
(1)
factuality evaluation
(1)
multi-label classification
(1)
data annotation
(1)
natural language understanding
(1)
llm evaluation
(1)
dialogue state tracking
(1)
reward modeling
(1)
Papers
COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values
EACL 2026
2D-DPO: Scaling Direct Preference Optimization with 2-Dimensional Supervision
NAACL 2025
An Empirical Study of LLM-as-a-Judge for LLM Evaluation: Fine-tuned Judge Model is not a General Substitute for GPT-4
ACL 2025
Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning?
ACL 2025
Chinese SimpleQA: A Chinese Factuality Evaluation for Large Language Models
ACL 2025
DREAM: Disentangling Risks to Enhance Safety Alignment in Multimodal Large Language Models
NAACL 2025
Seeing the Unseen: Composing Outliers for Compositional Zero-Shot Learning
IJCAI 2025
ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models
ACL 2024
GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models
EMNLP 2024
MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues
ACL 2024
RoleAgent: Building, Interacting, and Benchmarking High-quality Role-Playing Agents from Scripts
NeurIPS 2024
GAIA: A Transfer Learning System of Object Detection That Fits Your Needs
CVPR 2021
Large-Scale Object Detection in the Wild From Imbalanced Multi-Labels
CVPR 2020