Andy Luo

According to our database, Andy Luo authored at least 10 papers between 2025 and 2026.

Collaborative distances:

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

2026

Adaptive Instruction Composition for Automated LLM Red-Teaming.

Jesse Zymet, Andy Luo, Swapnil Shinde, Sahil Wadhwa, Emily Chen

CoRR, April, 2026

Dual-Pool Token-Budget Routing for Cost-Efficient and Reliable LLM Serving.

Xunzhuo Liu, Bowei He, Xue (Steve) Liu, Andy Luo, Haichen Zhang, Huamin Chen

CoRR, April, 2026

Knowledge Access Beats Model Size: Memory Augmented Routing for Persistent AI Agents.

Xunzhuo Liu, Bowei He, Xue Liu, Andy Luo, Haichen Zhang, Huamin Chen

CoRR, March, 2026

Visual Confused Deputy: Exploiting and Defending Perception Failures in Computer-Using Agents.

Xunzhuo Liu, Bowei He, Xue Liu, Andy Luo, Haichen Zhang, Huamin Chen

CoRR, March, 2026

Adaptive Vision-Language Model Routing for Computer Use Agents.

Xunzhuo Liu, Bowei He, Xue Liu, Andy Luo, Haichen Zhang, Huamin Chen

CoRR, March, 2026

98⨉ Faster LLM Routing Without a Dedicated GPU: Flash Attention, Prompt Compression, and Near-Streaming for the vLLM Semantic Router.

Xunzhuo Liu, Bowei He, Xue Liu, Andy Luo, Haichen Zhang, Huamin Chen

CoRR, March, 2026

Beyond Fixed Rounds: Data-Free Early Stopping for Practical Federated Learning.

Youngjoon Lee, Hyukjoon Lee, Seungrok Jung, Andy Luo, Jinu Gong, Yang Cao, Joonhyuk Kang

CoRR, January, 2026

STELP: Secure Transpilation and Execution of LLM-Generated Programs.

Swapnil Shinde, Sahil Wadhwa, Andy Luo, Akshay Gupta, Mohammad Shahed Sorower

CoRR, January, 2026

2025

Building Safe GenAI Applications: An End-to-End Overview of Red Teaming for Large Language Models.

Alberto Purpura, Sahil Wadhwa, Jesse Zymet, Akshay Gupta, Andy Luo, Melissa Kazemi Rad, Swapnil Shinde, Mohammad Shahed Sorower

CoRR, March, 2025

Refining Input Guardrails: Enhancing LLM-as-a-Judge Efficiency Through Chain-of-Thought Fine-Tuning and Alignment.

Melissa Kazemi Rad, Huy Nghiem, Andy Luo, Sahil Wadhwa, Mohammad Shahed Sorower, Stephen Rawls

CoRR, January, 2025