Scholar
Tian Lan
Google Scholar ID: OWF5r18AAAAJ
George Washington University
Machine Learning
Optimization
Cyber Security
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Citations & Impact
All-time
Citations
5,598
H-index
36
i10-index
144
Publications
20
Co-authors
4
list available
Publications
32 items
Geometry-Aware Operator Families for Structured Representation Learning
2026
Cited
0
PlaceReasoner-Beta: Reasoning-Driven Macro Placement and Benchmarking
2026
Cited
0
Augmented Backpressure for Decentralized Management of Agentic Networks
2026
Cited
0
Learning Not to Optimize: Physics-Informed Action-Space Reshaping for Intent-Based Network Control
2026
Cited
0
Minimal Markovization via Stable Quotients in Holonomy-Cover Decision Processes
2026
Cited
0
Auditing Emergent LLM-Agent Collaboration through Cooperation-Obligation Coupling
2026
Cited
0
The Topology of Ill-Posed Questions: Persistent Homology for Detection and Steering in LLMs
2026
Cited
0
PDAGENT-BENCH: Characterizing, Grounding, and Architecting LLM Agents for VLSI Physical Design
2026
Cited
0
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Co-authors
3 total
Vaneet Aggarwal
Professor and University Faculty Scholar, Purdue University
Guru Venkataramani
Professor of Electrical and Computer Engineering, George Washington University
Wei Yu
University of Toronto