Non-user Generated Annotation on User Shared Images for Connection Discovery. - Ming Cheung 001; James She; Xiaopeng Li 002 (DSDIS, 2015)

Connection discovery using shared images by Gaussian relational topic model. - Xiaopeng Li 002; Ming Cheung 001; James She (IEEE BigData, 2016)

Visual Background Recommendation for Dance Performances Using Dancer-Shared Images. - Jiqing Wen; Xiaopeng Li 002; James She; Soochang Park; Ming Cheung 001 (iThings/GreenCom/CPSCom/SmartData, 2016)

Collaborative Variational Autoencoder for Recommender Systems. - Xiaopeng Li 002; James She (KDD, 2017)

Relational Variational Autoencoder for Link Prediction with Multimedia Data. - Xiaopeng Li 002; James She (ACM Multimedia (Thematic Workshops), 2017)

An Efficient Computation Framework for Connection Discovery using Shared Images. - Ming Cheung 001; Xiaopeng Li 002; James She (ACM Trans. Multim. Comput. Commun. Appl., 2017)

A Distributed Streaming Framework for Connection Discovery Using Shared Videos. - Xiaopeng Li 002; Ming Cheung 001; James She (ACM Trans. Multim. Comput. Commun. Appl., 2017)

Visual Background Recommendation for Dance Performances Using Deep Matrix Factorization. - Jiqing Wen; James She; Xiaopeng Li 002; Hui Mao (ACM Trans. Multim. Comput. Commun. Appl., 2018)

ContraGen: Effective Contrastive Learning For Causal Language Model. - Nihal Jain; Dejiao Zhang; Wasi Uddin Ahmad; Zijian Wang 002; Feng Nan; Xiaopeng Li 002; Ming Tan; Ramesh Nallapati; Baishakhi Ray; Parminder Bhatia; Xiaofei Ma 001; Bing Xiang (CoRR, 2022)

Multi-lingual Evaluation of Code Generation Models. - Ben Athiwaratkun; Sanjay Krishna Gouda; Zijian Wang 002; Xiaopeng Li 002; Yuchen Tian; Ming Tan; Wasi Uddin Ahmad; Shiqi Wang 002; Qing Sun; Mingyue Shang; Sujan Kumar Gonugondla; Hantian Ding; et al. (CoRR, 2022)

A Static Evaluation of Code Completion by Large Language Models. - Hantian Ding; Varun Kumar; Yuchen Tian; Zijian Wang 002; Rob Kwiatkowski; Xiaopeng Li 002; Murali Krishna Ramanathan; Baishakhi Ray; Parminder Bhatia; Sudipta Sengupta; Dan Roth 001; Bing Xiang (ACL (industry), 2023)

ContraCLM: Contrastive Learning For Causal Language Model. - Nihal Jain; Dejiao Zhang; Wasi Uddin Ahmad; Zijian Wang 002; Feng Nan; Xiaopeng Li 002; Ming Tan; Ramesh Nallapati; Baishakhi Ray; Parminder Bhatia; Xiaofei Ma 001; Bing Xiang (ACL (1), 2023)

Exploring Continual Learning for Code Generation Models. - Prateek Yadav; Qing Sun; Hantian Ding; Xiaopeng Li 002; Dejiao Zhang; Ming Tan; Parminder Bhatia; Xiaofei Ma 001; Ramesh Nallapati; Murali Krishna Ramanathan; Mohit Bansal; Bing Xiang (ACL (2), 2023)

Multi-lingual Evaluation of Code Generation Models. - Ben Athiwaratkun; Sanjay Krishna Gouda; Zijian Wang 002; Xiaopeng Li 002; Yuchen Tian; Ming Tan; Wasi Uddin Ahmad; Shiqi Wang 002; Qing Sun; Mingyue Shang; Sujan Kumar Gonugondla; Hantian Ding; et al. (ICLR, 2023)

Towards Greener Yet Powerful Code Generation via Quantization: An Empirical Study. - Xiaokai Wei; Sujan Kumar Gonugondla; Shiqi Wang 002; Wasi Uddin Ahmad; Baishakhi Ray; Haifeng Qian; Xiaopeng Li 002; Varun Kumar; Zijian Wang 002; Yuchen Tian; Qing Sun; Ben Athiwaratkun; et al. (ESEC/SIGSOFT FSE, 2023)

Greener yet Powerful: Taming Large Code Generation Models with Quantization. - Xiaokai Wei; Sujan K. Gonugondla; Wasi Uddin Ahmad; Shiqi Wang 002; Baishakhi Ray; Haifeng Qian; Xiaopeng Li 002; Varun Kumar; Zijian Wang 002; Yuchen Tian; Qing Sun; Ben Athiwaratkun; et al. (CoRR, 2023)

LeDex: Training LLMs to Better Self-Debug and Explain Code. - Nan Jiang 012; Xiaopeng Li 002; Shiqi Wang 002; Qiang Zhou 009; Soneya Binta Hossain; Baishakhi Ray; Varun Kumar; Xiaofei Ma 001; Anoop Deoras (NeurIPS, 2024)

Training LLMs to Better Self-Debug and Explain Code. - Nan Jiang 012; Xiaopeng Li 002; Shiqi Wang 002; Qiang Zhou 009; Soneya Binta Hossain; Baishakhi Ray; Varun Kumar; Xiaofei Ma 001; Anoop Deoras (CoRR, 2024)

Learning Code Preference via Synthetic Evolution. - Jiawei Liu 004; Thanh Nguyen; Mingyue Shang; Hantian Ding; Xiaopeng Li 002; Yu Yu; Varun Kumar; Zijian Wang 002 (CoRR, 2024)

A Deep Dive into Large Language Models for Automated Bug Localization and Repair. - Soneya Binta Hossain; Nan Jiang 012; Qiang Zhou 009; Xiaopeng Li 002; Wen-Hao Chiang; Yingjun Lyu; Hoan Anh Nguyen; Omer Tripp (Proc. ACM Softw. Eng., 2024)

QualityFlow: An Agentic Workflow for Program Synthesis Controlled by LLM Quality Checks. - Yaojie Hu; Qiang Zhou 009; Qihong Chen; Xiaopeng Li 002; Linbo Liu; Dejiao Zhang; Amit Kachroo; Talha Oz; Omer Tripp (CoRR, 2025)