Wei Cheng
Scholar

Wei Cheng

Google Scholar ID: PRrGVmoAAAAJ
Senior Research Staff Member, NEC Laboratories America (Ph.D, UNC-Chapel Hill)
Machine LearningNLPData MiningBioinformatics
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
23,837
 
H-index
46
 
i10-index
114
 
Publications
20
 
Co-authors
186
list available
Contact
Emailweicheng@nec-labs.comGitHubOpen ↗
Publications
9 items
Information Bottleneck Learning for Faithful Time Series Forecasting Explanations
2026
Cited
0
Leveraging Trajectory Graphs for Pre-Execution Error Diagnosis in Agentic LLM Systems
2026
Cited
0
Bridging Inference-Time Scaling and Episodic Memory with Action-Centric Graphs
2026
Cited
0
DecoSearch: Complexity-Aware Routing and Plan-Level Repair for Text-to-SQL
2026
Cited
0
Structure-Aware RAG: Structured Retrieval Augmented Generation from Noisy Data for Conversational Agents
2026
Cited
0
From UI to Code: Mobile Ads Detection via LLM-Unified Static-Dynamic Analysis
2026
Cited
0
Farther the Shift, Sparser the Representation: Analyzing OOD Mechanisms in LLMs
2026
Cited
0
Actor-Curator: Co-adaptive Curriculum Learning via Policy-Improvement Bandits for RL Post-Training
2026
Cited
0
Resume (English only)
Research Experience
  • Serves as a Senior Research Staff Member at NEC Laboratories America
Background
  • Senior Research Staff Member, Data Science Department, NEC Laboratories America
Miscellany
  • Homepage: https://chengw07.github.io/; Email: weicheng [AT] nec-labs [DOT] com, chengw02[AT]gmail.com
Co-authors
186 total
Haifeng Chen
Haifeng Chen
NEC Laboratories America, Inc.
Wenchao Yu
Wenchao Yu
University of California Los Angeles
Co-author 3
Co-author 3
Jingchao Ni
Jingchao Ni
University of Houston; Amazon Web Services; NEC Labs (Ph.D., Penn State)
Dongjin Song
Dongjin Song
Associate Professor, School of Computing, University of Connecticut
Wei Wang
Wei Wang
Leonard Kleinrock Professor in Computer Science, UCLA
Dongsheng Luo
Dongsheng Luo
Assistant Professor, Florida International University
Zhengzhang Chen
Zhengzhang Chen
NEC Labs America; Northwestern University; North Carolina State University (Ph.D.)