Xuan Bi

According to our database, Xuan Bi authored at least 36 papers between 2007 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

AgentDS Technical Report: Benchmarking the Future of Human-AI Collaboration in Domain-Specific Data Science.

An Luo, Jin Du, Xun Xian, Robert Specht, Fangqiao Tian, Ganghua Wang, Xuan Bi, Charles Fleming, Ashish Kundu, Jayanth Srinivasa, Mingyi Hong, Rui Zhang, Tianxi Li, Galin Jones, Jie Ding

CoRR, March, 2026

Differentially Private Truncation of Unbounded Data via Public Second Moments.

Zilong Cao, Xuan Bi, Hai Zhang

CoRR, February, 2026

Recommending Composite Items Using Multi-Level Preference Information: A Joint Interaction Modeling Approach.

Xuan Bi, Yaqiong Wang, Gediminas Adomavicius, Shawn P. Curley

CoRR, January, 2026

2025

GRAND: Graph Release with Assured Node Differential Privacy.

Suqing Liu, Xuan Bi, Tianxi Li

CoRR, July, 2025

An Outlook on the Opportunities and Challenges of Multi-Agent AI Systems.

Fangqiao Tian, An Luo, Jin Du, Xun Xian, Robert Specht, Ganghua Wang, Xuan Bi, Jiawei Zhou, Jayanth Srinivasa, Ashish Kundu, Charles Fleming, Rui Zhang, Zirui Liu, Mingyi Hong, Jie Ding

CoRR, May, 2025

On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains.

Xun Xian, Ganghua Wang, Xuan Bi, Rui Zhang, Jayanth Srinivasa, Ashish Kundu, Charles Fleming, Mingyi Hong, Jie Ding

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Turning Freemium into Gold: A Parallel Insight Network for Live Streaming Recommendation.

Xintong Lu, Xuan Bi, Yue Guo, Alain Chong

Proceedings of the 46th International Conference on Information Systems, 2025

AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science.

An Luo, Xun Xian, Jin Du, Fangqiao Tian, Ganghua Wang, Ming Zhong, Shengchun Zhao, Xuan Bi, Zirui Liu, Jiawei Zhou, Jayanth Srinivasa, Ashish Kundu, Charles Fleming, Mingyi Hong, Jie Ding

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Can Agentic AI Match the Performance of Human Data Scientists?

An Luo, Jin Du, Fangqiao Tian, Xun Xian, Robert Specht, Ganghua Wang, Xuan Bi, Charles Fleming, Jayanth Srinivasa, Ashish Kundu, Mingyi Hong, Jie Ding

Proceedings of the 10th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2025

2024

Understanding Partnership Formation and Repeated Contributions in Federated Learning: An Analytical Investigation.

Xuan Bi, Alok Gupta, Mochen Yang

Manag. Sci., 2024

Background Music Recommendation on Short Video Sharing Platforms.

Jiawei Chen, Luo He, Hongyan Liu, Yinghui (Catherine) Yang, Xuan Bi

Inf. Syst. Res., 2024

Consumer Acquisition for Recommender Systems: A Theoretical Framework and Empirical Evaluations.

Xuan Bi, Mochen Yang, Gediminas Adomavicius

Inf. Syst. Res., 2024

On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains.

Xun Xian, Ganghua Wang, Xuan Bi, Jayanth Srinivasa, Ashish Kundu, Charles Fleming, Mingyi Hong, Jie Ding

CoRR, 2024

RAW: A Robust and Agile Plug-and-Play Watermark Framework for AI-Generated Images with Provable Guarantees.

Xun Xian, Ganghua Wang, Xuan Bi, Jayanth Srinivasa, Ashish Kundu, Mingyi Hong, Jie Ding

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Demystifying Poisoning Backdoor Attacks from a Statistical Perspective.

Ganghua Wang, Xun Xian, Ashish Kundu, Jayanth Srinivasa, Xuan Bi, Mingyi Hong, Jie Ding

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Welfare and Fairness Dynamics in Federated Learning: A Client Selection Perspective.

Yash Travadi, Le Peng, Xuan Bi, Ju Sun, Mochen Yang

CoRR, 2023

A Unified Detection Framework for Inference-Stage Backdoor Defenses.

Xun Xian, Ganghua Wang, Jayanth Srinivasa, Ashish Kundu, Xuan Bi, Mingyi Hong, Jie Ding

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Understanding Backdoor Attacks through the Adaptability Hypothesis.

Xun Xian, Ganghua Wang, Jayanth Srinivasa, Ashish Kundu, Xuan Bi, Mingyi Hong, Jie Ding

Proceedings of the International Conference on Machine Learning, 2023

2022

Improving Sales Forecasting Accuracy: A Tensor Factorization Approach with Demand Awareness.

Xuan Bi, Gediminas Adomavicius, William Li, Annie Qu

INFORMS J. Comput., 2022

2021

Dynamic Tensor Recommender Systems.

Yanqing Zhang, Xuan Bi, Niansheng Tang, Annie Qu

J. Mach. Learn. Res., 2021

Distribution-Invariant Differential Privacy.

Xuan Bi, Xiaotong Shen

CoRR, 2021

2020

Consistent Subtyping for All.

Ningning Xie, Xuan Bi, Bruno C. d. S. Oliveira, Tom Schrijvers

ACM Trans. Program. Lang. Syst., 2020

Row and Bounded Polymorphism via Disjoint Polymorphism.

Ningning Xie, Bruno C. d. S. Oliveira, Xuan Bi, Tom Schrijvers

Proceedings of the 34th European Conference on Object-Oriented Programming, 2020

2019

FCMLSM Segmentation of Micro-Vessels in Slight Defocused Microscopic Images.

Zhongming Luo, Yu Zhang, Zixuan Zhou, Xuan Bi, Haibin Wu, Zhentao Xin

J. Adv. Comput. Intell. Intell. Informatics, 2019

Individualized Multilayer Tensor Learning with An Application in Imaging Analysis.

Xiwei Tang, Xuan Bi, Annie Qu

CoRR, 2019

Distributive Disjoint Polymorphism for Compositional Programming.

Xuan Bi, Ningning Xie, Bruno C. d. S. Oliveira, Tom Schrijvers

Proceedings of the Programming Languages and Systems, 2019

2018

The Essence of Nested Composition (Artifact).

Xuan Bi, Bruno C. d. S. Oliveira, Tom Schrijvers

Dagstuhl Artifacts Ser., 2018

Typed First-Class Traits (Artifact).

Xuan Bi, Bruno C. d. S. Oliveira

Dagstuhl Artifacts Ser., 2018

Consistent Subtyping for All.

Ningning Xie, Xuan Bi, Bruno C. d. S. Oliveira

Proceedings of the Programming Languages and Systems, 2018

The Essence of Nested Composition.

Xuan Bi, Bruno C. d. S. Oliveira, Tom Schrijvers

Proceedings of the 32nd European Conference on Object-Oriented Programming, 2018

Typed First-Class Traits.

Xuan Bi, Bruno C. d. S. Oliveira

Proceedings of the 32nd European Conference on Object-Oriented Programming, 2018

2017

Evolution and Vaccination of Influenza Virus.

Ham Ching Lam, Xuan Bi, Srinand Sreevatsan, Daniel Boley

J. Comput. Biol., 2017

2016

Unified Syntax with Iso-types.

Yanpeng Yang, Xuan Bi, Bruno C. d. S. Oliveira

Proceedings of the Programming Languages and Systems - 14th Asian Symposium, 2016

2015

Memory-Efficient Tail Calls in the JVM with Imperative Functional Objects.

Tomás Tauber, Xuan Bi, Zhiyuan Shi, Weixin Zhang, Huang Li, Zhenrui Zhang, Bruno C. d. S. Oliveira

Proceedings of the Programming Languages and Systems - 13th Asian Symposium, 2015

2014

BioTCM-SE: A Semantic Search Engine for the Information Retrieval of Modern Biology and Traditional Chinese Medicine.

Xi Chen, Huajun Chen, Xuan Bi, Peiqin Gu, Jiaoyan Chen, Zhaohui Wu

Comput. Math. Methods Medicine, 2014

2007

Design and Implementation of MPICH2 over Optical Fiber.

Xuan Bi, Minglu Li

Proceedings of the Future Generation Communication and Networking, 2007