Jiaxi Yang
18 papers · 2021–2026 · 8 venues · across top CS/AI venues
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Achievements
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Century Club Β· Bronze
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Prolific Year Β· Productive
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Renaissance Researcher
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Research topics
Machine Learning
(12)
Natural Language Processing
(10)
Artificial Intelligence
(9)
Deep Learning
(9)
Core AI
(8)
Learning Types Β· Machine Learning
(8)
Resources & Methods
(7)
Core Methods
(5)
Learning Types Β· Deep Learning
(5)
Applications
(4)
Computer Vision
(3)
Application Areas
(3)
Models
(3)
Analysis
(2)
Architectures
(2)
Keywords
large language model
(8)
instruction tuning
(5)
benchmark evaluation
(4)
code generation
(2)
synthetic data
(2)
code completion
(2)
attention mechanism
(2)
language model
(2)
multi-task learning
(1)
computer vision
(1)
reinforcement learning
(1)
cognitive modeling
(1)
domain adaptation
(1)
preference learning
(1)
transfer learning
(1)
image segmentation
(1)
question answering
(1)
in-context learning
(1)
semantic parsing
(1)
domain generalization
(1)
Papers
From Completion to Editing: Unlocking Context-Aware Code Infilling via Search-and-Replace Instruction Tuning
ACL 2026
CodeArena: Evaluating and Aligning CodeLLMs on Human Preference
EMNLP 2025
Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation
ACL 2025
Fine-Tuning Language Models with Collaborative and Semantic Experts
AAAI 2025
GMValuator: Similarity-based Data Valuation for Generative Models
ICLR 2025
Hierarchical Context Pruning: Optimizing Real-World Code Completion with Repository-Level Pretrained Code LLMs
AAAI 2025
Separating the Wheat from the Chaff: Spatio-Temporal Transformer with View-interweaved Attention for Photon-Efficient Depth Sensing
AAAI 2025
START: Self-taught Reasoner with Tools
EMNLP 2025
Synthesizing Software Engineering Data in a Test-Driven Manner
ICML 2025
Turning the Tide: Repository-based Code Reflection
EMNLP 2025
Iterative Forward Tuning Boosts In-Context Learning in Language Models
ACL 2024
Marathon: A Race Through the Realm of Long Context with Large Language Models
ACL 2024
One-Shot Learning as Instruction Data Prospector for Large Language Models
ACL 2024
Synthesizing Text-to-SQL Data from Weak and Strong LLMs
ACL 2024
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs
NeurIPS 2023
Glass Segmentation Using Intensity and Spectral Polarization Cues
CVPR 2022
A User-Adaptive Layer Selection Framework for Very Deep Sequential Recommender Models
AAAI 2021
Differentially Private Correlation Alignment for Domain Adaptation
IJCAI 2021