LINGMING ZHANG
8 papers · 2021–2025 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(29)
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Hot Topic Early Bird
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The Questioner
(2)
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Research topics
Keywords
large language model
(6)
code generation
(4)
test case generation
(2)
instruction tuning
(2)
parameter-efficient fine-tuning
(2)
functional correctness
(1)
model merging
(1)
knowledge distillation
(1)
mixture of expert
(1)
3d segmentation
(1)
software testing
(1)
graph convolutional network
(1)
program synthesis
(1)
cognitive process
(1)
geometric feature
(1)
application programming interface
(1)
code evaluation
(1)
software debugging
(1)
data science
(1)
self-supervised learning
(1)
Papers
TestEval: Benchmarking Large Language Models for Test Case Generation
NAACL 2025
UniDebugger: Hierarchical Multi-Agent Framework for Unified Software Debugging
EMNLP 2025
Can LLMs Implicitly Learn Numeric Parameter Constraints in Data Science APIs?
NeurIPS 2024
Magicoder: Empowering Code Generation with OSS-Instruct
ICML 2024
SelfCodeAlign: Self-Alignment for Code Generation
NeurIPS 2024
XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts
ACL 2024
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation
NeurIPS 2023
TSGCNet: Discriminative Geometric Feature Learning With Two-Stream Graph Convolutional Network for 3D Dental Model Segmentation
CVPR 2021