Yixiao Ma
7 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Learning Types · Machine Learning
(4)
Natural Language Processing
(3)
Applications
(2)
Core Methods
(2)
Resources & Methods
(2)
Deep Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
automated program repair
(2)
reinforcement learning
(1)
zero-shot learning
(1)
multi-task learning
(1)
domain adaptation
(1)
logical reasoning
(1)
knowledge distillation
(1)
code generation
(1)
incremental learning
(1)
program synthesis
(1)
legal case retrieval
(1)
instruction tuning
(1)
iterative refinement
(1)
kernel mean embedding
(1)
reward model
(1)
pre-trained language model
(1)
multimodal sentiment analysis
(1)
streaming anomaly detection
(1)
isolation forest
(1)
unimodal annotation
(1)
Papers
IDK-S: Incremental Distributional Kernel for Streaming Anomaly Detection
AAAI 2026
SCoNE: Spherical Consistent Neighborhoods Ensemble for Effective and Efficient Multi-View Anomaly Detection
AAAI 2026
Unveiling the Magic of Code Reasoning through Hypothesis Decomposition and Amendment
ICLR 2025
VERSE: Verification-based Self-Play for Code Instructions
AAAI 2025
RePair: Automated Program Repair with Process-based Feedback
ACL 2024
CaseEncoder: A Knowledge-enhanced Pre-trained Model for Legal Case Encoding
EMNLP 2023
CH-SIMS: A Chinese Multimodal Sentiment Analysis Dataset with Fine-grained Annotation of Modality
ACL 2020