Assistant Professor · Graduate Program Director, M.S. Program
Department of Computer Science
Old Dominion University
Robust Multimodal Learning · Trustworthy AI · Semantic Communications
lusili@cs.odu.edu · (757) 683-7822
Google Scholar | GitHub | CV
Engineering & Computational Sciences Building, Room 3214, Norfolk, VA 23529
I develop efficient and trustworthy machine learning methods that learn robust representations from multi-source data, with applications in intelligent communications and industrial systems.
I am an Assistant Professor of Computer Science and Graduate Program Director for the M.S. program at Old Dominion University, where I joined in July 2021. I received my Ph.D. from the University of Rhode Island in May 2021, advised by Prof. Haibo He, and my B.S. (2014) and M.S. (2017) in Computer Science and Technology from Zhongnan University of Economics and Law.
Multimodal Learning & Knowledge Transfer — Multi-view and multimodal learning, graph learning, pretrained models, domain adaptation and generalization, and few-shot and zero-shot learning.
Trustworthy & Secure AI — Adversarial attacks and defenses, and backdoor attacks and mitigation.
AI-driven Intelligent Communications — Semantic communications and dynamic spectrum management
[09/2026] I am honored to serve as a Technical Program Co-Chair for CAPWIC 2027. I look forward to collaborating with the organizing committee to make the conference a great success! [CAPWIC 2027]
[09/2026] We got one paper accepted by the LEAF Workshop at IEEE MILCOM 2026. Congrats to Patrick.
[08/2026] We got one paper accepted by IEEE MILCOM 2026. Congrats to Ziyu.
[07/2026] We got two papers accepted by IEEE GLOBECOM 2026. Congrats to Jian and Yiming.
[07/2026] We got one paper accepted by IEEE CNS 2026. Congrats to Ziyu.
[06/2026] We got one paper accepted by TNNLS. Congrats to Ziyu.
[05/2026] I am honored to receive the Distinguished Early Career Research Award of the College of Sciences, ODU.
[04/2026] I am honored to receive the 2026 NSF CISE REU Student Funding Award.
[02/2026] I accepted the invitation to be an Area Chair for ACM Multimedia 2026.
[02/2026] I am honored to receive an AAAI-26 Outstanding Program Committee Award (Top 0.16%, 42/26,421).
[01/2026] I accepted the invitation to be an Associate Editor for IEEE Transactions on Cybernetics (TCYB).
[01/2026] I accepted the invitation to be an Associate Editor for Engineering Applications of Artificial Intelligence (EAAI).
[12/2025] I accepted the invitation to be an Associate Editor for IEEE Transactions on Image Processing (TIP).
[12/2025] Got two papers accepted by INFOCOM 2026. Congrats to All.
[11/2025] We got one paper accepted by AAAI 2026. Congrats to Yiming.
[10/2025] I accepted the invitation to be an Associate Editor for IEEE Transactions on Multimedia (TMM).
[09/2025] We got one paper accepted by TNNLS. Congrats to Yiming.
[08/2025] We got two papers accepted by MILCOM 2025. Congrats to Ziyu and Yao.
[08/2025] We got one paper accepted by ACM MM 2025. Congrats to Ziyu.
[02/2025] I accepted the invitation to be an Area Chair for ACM Multimedia 2025.
[08/2024] I accepted the invitation to be an Associate Editor for Pattern Recognition.
[08/2024] I accepted the invitation to be an Associate Editor for Information Fusion.
[03/2024] I accepted the invitation to be an Area Chair for ACM Multimedia 2024.
2026 Distinguished Early Career Research Award, College of Sciences, ODU.
AAAI 2026 Outstanding Program Committee Award (Top 0.16%, 42/26,421).
Gabron Family Graduate Fellowship Scholarship Award, URI, 03/2021.
Kenneth J. & Virginia E. Hylander Graduate Engineering Fellowship Scholarship Award, URI, 03/2021.
Outstanding Graduate Researcher Award, URI, 02/2021.
Physics-Aware Guardrails for Real-Time Integrity Protection of AI-Driven Scientific Workflows, DOE Genesis Mission, $730K, Role: Co-PI.
2026 NSF CISE Research Experience for Undergraduates Student Funding Award, $10K, 05/2026 - 05/2027. Role: Sole-PI.
Securing Clustered Semantic Communications in Agentic AI Systems, COVACCI, $80K, 04/2026 - 03/2027. Role: PI.
Quantitative Assessment of Hybrid Infrastructure for AI-Enabled, Multi-Disciplinary Coastal Resilience under Recurrent Tidal Flooding, Chesapeake Bay Foundation, $31K. Role: Co-PI.
Towards Trustworthy Coastal Health Intelligence: A Provenance-Aware Knowledge Graph for Coastal Hazards and Community Health Integration, ICAR 2026, $31K Role: Co-PI.
Cyber-Resilient Multi-Sensor Radiation Monitoring for High-Energy Accelerators, CCI, $100K, 01/2026 - 12/2026. Role: Co-PI.
Toward Integrated Security and Privacy Solutions for Multi-Modal AI, COVACCI, $60K, 01/2025 - 01/2026. Role: PI.
Trustworthy AI in the Data Revolution for Adaptation and Resilience in Coastal Communities, ICAR 2025, $31K. Role: Co-PI.
A Compound AI System for Transportation Resilience Management in Flood-Prone Coastal Areas, ICAR 2025, $31K. Role: Co-PI.
Faculty Proposal Preparation Program (FP3) Award, ODU, 08/2024 - 05/2025. Role: Sole-PI.
Cheng Fund for Innovative Research Award, COS, ODU, $15K, 05/2024-08/2025. Role: Sole-PI.
CRII: CNS: Towards Robust and Efficient Dynamic Spectrum Sharing with Knowledge Transfer, NSF, $175K, 10/2023 - 09/2026. Role: Sole-PI.
TrustAI: enhancing human confidence and trust in AI models, CCI, $60K, 12/2022 - 08/2025. Role: Co-PI.
Summer Research Fellowship Program (SRFP) 2022 Award, ODU, 05/2022-08/2022. Role: Sole-PI.
Provost's Initiative for Retention of Underrepresented Faculty (PI-RUF) Award, ODU, $10K, Role: Sole-PI.
Ph.D. Students
Jian Li (Fall/2023 -) (co-advised)
Yao Wang (Fall/2023 -)
Yiming Du (Fall/2023 -)
Ziyu Wang (Fall/2022 -)
Undergraduate Students
James Wile, CS, ODU (Summer 2026 -)
Patrick Martin, CS, UMass Amherst (Summer 2026 -)
Danya Leyva, CS, California State University (Summer 2026 -)
Keesha Go, CS, University of North Carolina Greensboro (Summer 2026 -)