Publications
My work spans LLM agents, multimodal learning, and quantum computing. * denotes equal contribution.
LLM Agents & Multimodal Learning 6
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory
ICLR 2027 · Under review
Hierarchical Memory for Radiology Report Generation with Rich Context
MICCAI 2026
Node-as-Agent: Graph Agentic Network
HCRS Workshop @ The Web Conference 2026
Seeing, Maintaining, and Learning: The Evolution of Multi-modal Agent Memory
TMLR · Under review, 2026
OpenPM: Auditable Point-in-Time Evaluation for LLM Portfolio-Management Agents
ACM SIGKDD Explorations · Under review, 2026
Agentic Multimodal RAG: Roles, Decisions, and Evaluation
TMLR · Under review, 2026
Quantum Computing 3
MediQ-GAN: Quantum-Inspired GAN for High Resolution Medical Image Generation
Preprint, 2025
A Comparison on Constrain Encoding Methods for Quantum Approximate Optimization Algorithm
ICCAD 2024
Synergizing Quantum Techniques with Machine Learning for Advancing Drug Discovery Challenge
Scientific Reports, 14:31216, 2024