Yangyu Huang

SENIOR RESEARCH SDE

Publications

View by:

- Demystifying Data Organization for Enhanced LLM Training
  
  Yalun Dai, Yangyu Huang, Tong Yang, Yonghan Wang, Xin Zhang, Wenshan Wu, Qihao Zhao, Hao Li, Yuanyuan Gao, Kim-Hui Yap, Scarlett Li
  
  ACL 2026 | May 2026
  
  Publication
- RPG: A Repository Planning Graph for Unified and Scalable Codebase Generation
  
  Jane Luo, Xin Zhang, Steven Liu, Jie Wu, Yiming Huang, Yangyu Huang, Chengyu Yin, Ying Xin, Jianfeng Liu, Yuefeng Zhan, Hao Sun, Qi Chen, Scarlett Li, Mao Yang
  
  ICLR 2026 | September 2025
  
  Publication
- FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation
  
  Wei Li, Xin Zhang, Zhongxin Guo, Shaoguo Mao, Wen Luo, Guangyue Peng, Yangyu Huang, Houfeng Wang, Scarlett Li
  
  ACL 2025 | July 2025
  
  Publication
- PEACE: Empowering Geologic Map Holistic Understanding with MLLMs
  
  Yangyu Huang, Tianyi Gao, Haoran Xu, Qihao Zhao, Yang Song, Zhipeng Gui, Tengchao Lv, Hao Cheng, Lei Cui, Scarlett Li, Furu Wei
  
  January 2025
  
  Publication Access
- EpiCoder: Encompassing Diversity and Complexity in Code Generation
  
  Yaoxiang Wang, Haoling Li, Xin Zhang, Jie Wu, Xiao Liu, Wenxiang Hu, Zhongxin Guo, Yangyu Huang, Ying Xin, Yujiu Yang, Jinsong Su, Qi Chen, Scarlett Li
  
  ICML 2025 | January 2025
  
  DOI Publication Publication
- REDSTONE: Curating General, Code, Math, and QA Data for Large Language Models
  
  Yaoyao Chang, Lei Cui, Li Dong, Shaohan Huang, Yangyu Huang, Yupan Huang, Scarlett Li, Tengchao Lv, Shuming Ma, Qinzheng Sun, Wenhui Wang, Furu Wei, Ying Xin, Mao Yang, Qiufeng Yin, Xingxing Zhang
  
  December 2024
  
  Publication
- MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark
  
  Qihao Zhao, Yangyu Huang, Tengchao Lv, Lei Cui, Furu Wei, Qinzheng Sun, Ying Xin, Shaoguang Mao, Xin Zhang, Qiufeng Yin, Scarlett Li
  
  December 2024
  
  Publication Github
- WaveCoder: Widespread And Versatile Enhanced Instruction Tuning with Refined Data Generation
  
  Zhaojian Yu, Xin Zhang, Ning Shang, Yangyu Huang, Can Xu, Yishujie Zhao, Wenxiang Hu, Qiufeng Yin
  
  2024 Meeting of the Association for Computational Linguistics | October 2024
  
  Preprint
- General Facial Representation Learning in a Visual-Linguistic Manner
  
  Yinglin Zheng, Hao Yang, Ting Zhang, Jianmin Bao, Dongdong Chen, Yangyu Huang, Lu Yuan, Dong Chen, Ming Zeng, Fang Wen
  
  2022 Computer Vision and Pattern Recognition | April 2022
  
  Publication Publication

- Demystifying Data Organization for Enhanced LLM Training
  
  Yalun Dai, Yangyu Huang, Tong Yang, Yonghan Wang, Xin Zhang, Wenshan Wu, Qihao Zhao, Hao Li, Yuanyuan Gao, Kim-Hui Yap, Scarlett Li
  
  ACL 2026 | May 2026
  
  Publication
- RPG: A Repository Planning Graph for Unified and Scalable Codebase Generation
  
  Jane Luo, Xin Zhang, Steven Liu, Jie Wu, Yiming Huang, Yangyu Huang, Chengyu Yin, Ying Xin, Jianfeng Liu, Yuefeng Zhan, Hao Sun, Qi Chen, Scarlett Li, Mao Yang
  
  ICLR 2026 | September 2025
  
  Publication
- FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation
  
  Wei Li, Xin Zhang, Zhongxin Guo, Shaoguo Mao, Wen Luo, Guangyue Peng, Yangyu Huang, Houfeng Wang, Scarlett Li
  
  ACL 2025 | July 2025
  
  Publication
- EpiCoder: Encompassing Diversity and Complexity in Code Generation
  
  Yaoxiang Wang, Haoling Li, Xin Zhang, Jie Wu, Xiao Liu, Wenxiang Hu, Zhongxin Guo, Yangyu Huang, Ying Xin, Yujiu Yang, Jinsong Su, Qi Chen, Scarlett Li
  
  ICML 2025 | January 2025
  
  DOI Publication Publication
- MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark
  
  Qihao Zhao, Yangyu Huang, Tengchao Lv, Lei Cui, Furu Wei, Qinzheng Sun, Ying Xin, Shaoguang Mao, Xin Zhang, Qiufeng Yin, Scarlett Li
  
  December 2024
  
  Publication Github
- WaveCoder: Widespread And Versatile Enhanced Instruction Tuning with Refined Data Generation
  
  Zhaojian Yu, Xin Zhang, Ning Shang, Yangyu Huang, Can Xu, Yishujie Zhao, Wenxiang Hu, Qiufeng Yin
  
  2024 Meeting of the Association for Computational Linguistics | October 2024
  
  Preprint
- REDSTONE: Curating General, Code, Math, and QA Data for Large Language Models
  
  Yaoyao Chang, Lei Cui, Li Dong, Shaohan Huang, Yangyu Huang, Yupan Huang, Scarlett Li, Tengchao Lv, Shuming Ma, Qinzheng Sun, Wenhui Wang, Furu Wei, Ying Xin, Mao Yang, Qiufeng Yin, Xingxing Zhang
  
  December 2024
  
  Publication
- PEACE: Empowering Geologic Map Holistic Understanding with MLLMs
  
  Yangyu Huang, Tianyi Gao, Haoran Xu, Qihao Zhao, Yang Song, Zhipeng Gui, Tengchao Lv, Hao Cheng, Lei Cui, Scarlett Li, Furu Wei
  
  January 2025
  
  Publication Access
- General Facial Representation Learning in a Visual-Linguistic Manner
  
  Yinglin Zheng, Hao Yang, Ting Zhang, Jianmin Bao, Dongdong Chen, Yangyu Huang, Lu Yuan, Dong Chen, Ming Zeng, Fang Wen
  
  2022 Computer Vision and Pattern Recognition | April 2022
  
  Publication Publication
- PEACE: Empowering Geologic Map Holistic Understanding with MLLMs
  
  Yangyu Huang, Tianyi Gao, Haoran Xu, Qihao Zhao, Yang Song, Zhipeng Gui, Tengchao Lv, Hao Cheng, Lei Cui, Scarlett Li, Furu Wei
  
  January 2025
  
  Publication Access

- Demystifying Data Organization for Enhanced LLM Training
  
  Yalun Dai, Yangyu Huang, Tong Yang, Yonghan Wang, Xin Zhang, Wenshan Wu, Qihao Zhao, Hao Li, Yuanyuan Gao, Kim-Hui Yap, Scarlett Li
  
  ACL 2026 | May 2026
  
  Publication
- RPG: A Repository Planning Graph for Unified and Scalable Codebase Generation
  
  Jane Luo, Xin Zhang, Steven Liu, Jie Wu, Yiming Huang, Yangyu Huang, Chengyu Yin, Ying Xin, Jianfeng Liu, Yuefeng Zhan, Hao Sun, Qi Chen, Scarlett Li, Mao Yang
  
  ICLR 2026 | September 2025
  
  Publication
- FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation
  
  Wei Li, Xin Zhang, Zhongxin Guo, Shaoguo Mao, Wen Luo, Guangyue Peng, Yangyu Huang, Houfeng Wang, Scarlett Li
  
  ACL 2025 | July 2025
  
  Publication
- PEACE: Empowering Geologic Map Holistic Understanding with MLLMs
  
  Yangyu Huang, Tianyi Gao, Haoran Xu, Qihao Zhao, Yang Song, Zhipeng Gui, Tengchao Lv, Hao Cheng, Lei Cui, Scarlett Li, Furu Wei
  
  January 2025
  
  Publication Access
- EpiCoder: Encompassing Diversity and Complexity in Code Generation
  
  Yaoxiang Wang, Haoling Li, Xin Zhang, Jie Wu, Xiao Liu, Wenxiang Hu, Zhongxin Guo, Yangyu Huang, Ying Xin, Yujiu Yang, Jinsong Su, Qi Chen, Scarlett Li
  
  ICML 2025 | January 2025
  
  DOI Publication Publication
- WaveCoder: Widespread And Versatile Enhanced Instruction Tuning with Refined Data Generation
  
  Zhaojian Yu, Xin Zhang, Ning Shang, Yangyu Huang, Can Xu, Yishujie Zhao, Wenxiang Hu, Qiufeng Yin
  
  2024 Meeting of the Association for Computational Linguistics | October 2024
  
  Preprint
- General Facial Representation Learning in a Visual-Linguistic Manner
  
  Yinglin Zheng, Hao Yang, Ting Zhang, Jianmin Bao, Dongdong Chen, Yangyu Huang, Lu Yuan, Dong Chen, Ming Zeng, Fang Wen
  
  2022 Computer Vision and Pattern Recognition | April 2022
  
  Publication Publication
- REDSTONE: Curating General, Code, Math, and QA Data for Large Language Models
  
  Yaoyao Chang, Lei Cui, Li Dong, Shaohan Huang, Yangyu Huang, Yupan Huang, Scarlett Li, Tengchao Lv, Shuming Ma, Qinzheng Sun, Wenhui Wang, Furu Wei, Ying Xin, Mao Yang, Qiufeng Yin, Xingxing Zhang
  
  December 2024
  
  Publication
- MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark
  
  Qihao Zhao, Yangyu Huang, Tengchao Lv, Lei Cui, Furu Wei, Qinzheng Sun, Ying Xin, Shaoguang Mao, Xin Zhang, Qiufeng Yin, Scarlett Li
  
  December 2024
  
  Publication Github

Yangyu Huang

Publications

Demystifying Data Organization for Enhanced LLM Training

RPG: A Repository Planning Graph for Unified and Scalable Codebase Generation

FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation

PEACE: Empowering Geologic Map Holistic Understanding with MLLMs

EpiCoder: Encompassing Diversity and Complexity in Code Generation

REDSTONE: Curating General, Code, Math, and QA Data for Large Language Models

MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark

WaveCoder: Widespread And Versatile Enhanced Instruction Tuning with Refined Data Generation

General Facial Representation Learning in a Visual-Linguistic Manner

Demystifying Data Organization for Enhanced LLM Training

RPG: A Repository Planning Graph for Unified and Scalable Codebase Generation

FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation

EpiCoder: Encompassing Diversity and Complexity in Code Generation

MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark

WaveCoder: Widespread And Versatile Enhanced Instruction Tuning with Refined Data Generation

REDSTONE: Curating General, Code, Math, and QA Data for Large Language Models

PEACE: Empowering Geologic Map Holistic Understanding with MLLMs

General Facial Representation Learning in a Visual-Linguistic Manner

Demystifying Data Organization for Enhanced LLM Training

RPG: A Repository Planning Graph for Unified and Scalable Codebase Generation

FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation

PEACE: Empowering Geologic Map Holistic Understanding with MLLMs

EpiCoder: Encompassing Diversity and Complexity in Code Generation

WaveCoder: Widespread And Versatile Enhanced Instruction Tuning with Refined Data Generation

General Facial Representation Learning in a Visual-Linguistic Manner

REDSTONE: Curating General, Code, Math, and QA Data for Large Language Models

MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark

Contact Yangyu Huang

Microsoft Research Lab – Asia