Lixu Wang
Scholar

Lixu Wang

Google Scholar ID: xuSbmssAAAAJ
Northwestern University
Machine LearningData Privacy
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Citations & Impact
All-time
Citations
1,265
 
H-index
14
 
i10-index
14
 
Publications
20
 
Co-authors
20
list available
Contact
Emaillixuwang2025@u.northwestern.eduGitHubOpen ↗
Publications
15 items
How Implicit Bias Accumulates and Propagates in LLM Long-term Memory
2026
Cited
0
DP-MGTD: Privacy-Preserving Machine-Generated Text Detection via Adaptive Differentially Private Entity Sanitization
arXiv.org · 2026
Cited
0
AppellateGen: A Benchmark for Appellate Legal Judgment Generation
arXiv.org · 2026
Cited
1
FedRE: A Representation Entanglement Framework for Model-Heterogeneous Federated Learning
2025
Cited
0
Token Buncher: Shielding LLMs from Harmful Reinforcement Learning Fine-Tuning
2025
Cited
0
A Survey on Cloud-Edge-Terminal Collaborative Intelligence in AIoT Networks
2025
Cited
0
The Man Behind the Sound: Demystifying Audio Private Attribute Profiling via Multimodal Large Language Model Agents
2025
Cited
0
The Eye of Sherlock Holmes: Uncovering User Private Attribute Profiling via Vision-Language Model Agentic Framework
2025
Cited
0
Resume (English only)
Background
  • Research interests include domain generalization, federated learning, machine unlearning, and multi-party computation. Dedicated to building responsible AI by addressing real-world data concerns.
Miscellany
  • No information on personal interests or hobbies is provided in the given HTML.
Co-authors
20 total
Qi Zhu
Qi Zhu
Professor of Computer Engineering
Xiao Wang
Xiao Wang
Northwestern University
Co-author 3
Co-author 3
Junfeng Guo
Junfeng Guo
University of Maryland, College Park
Heng Huang
Heng Huang
Brendan Iribe Endowed Professor in Computer Science, University Maryland College Park
Yixuan Wang
Yixuan Wang
Ph.D., Northwestern University, USA
Dusit (Tao) Niyato
Dusit (Tao) Niyato
Nanyang Technological University (NTU)
Yang ZHAO
Yang ZHAO
Singapore Institute of Manufacturing Technology, A*STAR