Dr.
Antonio Di Maio

Distributed Computing Group
Computer Engineering and Networks Laboratory (TIK)
Department Electrical Engineering (D-ITET)
Office ETZ G 97
ETH Zurich

Gloriastrasse 35
8092 Zurich
Switzerland

Theses & Labs

	Title	Type	Contact/Supervisor	Assigned
Available Theses & Labs
	Entanglement Optimization for Quantum Mobile Networks	B/M/S	Antonio Di Maio	available
	Federated Dense Associative Networks	M	Antonio Di Maio	available
	Federated Neural ODEs for Efficient Distributed Physical Modeling	B/M/S	Antonio Di Maio	available
	Optimal Transport for Federated Learning: Bridging Semantics and Alignment through Mechanistic Interpretability	M	Denis Sutter, Antonio Di Maio	available
	Resilient Backbone Deployment under Cooperative Adversaries	M/S	Antonio Di Maio	available
	Resource-Aware Adaptive Split Learning with Reinforcement Learning	B/M/S	Antonio Di Maio	available
	Sparse Autoencoders for Sensitive Feature Removal in Federated Learning	M	Denis Sutter, Antonio Di Maio	available
	Topics in Distributed and Decentralized Artificial Intelligence	B/M/S	Antonio Di Maio	available
Current Theses & Labs
	Title	Type	Contact/Supervisor	Assigned	Student(s)
	Label-Free Compositional Generalization	M	Giacomo Camposampiero, Antonio Di Maio	HS 26
	Privacy-Preserving Federated RAG via Bottleneck Hidden Representations for Multi-Institutional Medical Knowledge Sharing	B	Denis Sutter, Antonio Di Maio	HS 26
	Sparse Autoencoders for Sensitive Feature Removal in Federated Learning	M	Denis Sutter, Antonio Di Maio	HS 26
	Adversarial and Adaptive Data-driven Cooperative PHY Attacks and Countermeasures for Mobile Communications	B	Antonio Di Maio	FS 26
	Byzantine Micro-Split Learning	S	Antonio Di Maio	FS 26
	Federated Hopfield Networks	B	Antonio Di Maio	FS 26
	Federated Neural Architecture Search	B	Antonio Di Maio	FS 26
	Physical- and Media-Access-Control-Layer Optimization in Quantum Mobile Networks	S	Antonio Di Maio	FS 26
	Robust Multi-Agent Adversarial Policies in Jammed MANETs	S	Antonio Di Maio	FS 26
Past Theses & Labs
	Title	Type	Contact/Supervisor	Assigned	Student(s)
	Joint Reader Movement and Tag Service Scheduling for RF-Powered Environmental Monitoring [confidential]	B	Antonio Di Maio	HS 26
	GReMS: Graph-Reinforced Neural Micro-Splitting over Dynamic Heterogeneous IoT Networks [confidential]	S	Antonio Di Maio	FS 26
	Latent Activation Reconstruction Anchoring for Federated Learning under Feature Skew [confidential]	B	Denis Sutter, Antonio Di Maio	FS 26
	Asynchronous Decentralized Federated Floating Continual Digital-Twin Radio Maps [confidential]	B	Antonio Di Maio	FS 26
	Communication–Privacy–Task Tradeoff in Federated Reinforcement Learning with LoRA and Budget-Aware Rank Scheduling [confidential]	S	Antonio Di Maio	FS 26
	Federated Learning with Logic Gate Networks [confidential]	B	Antonio Di Maio	FS 26
	Blockwise Lloyd–Max Quantization for Federated Learning: An Empirical Study of Granularity and Dynamic Bit Allocation [confidential]	S	Denis Sutter, Antonio Di Maio	FS 26
	Decentralized End-to-End Delay Nowcasting from Stale Telemetry with Federated Continuous-Time Models [confidential]	B	Antonio Di Maio	FS 26
	MIMIC-PI: Sector-Mimicry Attacks against Federated Prompt-Injection Detection [confidential]	S	Antonio Di Maio	FS 26
	SplitDG: Communication-Efficient Semi-Supervised Split Federated Learning over Decentralized Networks [confidential]	B	Antonio Di Maio	FS 26
	Compute-Efficient Contribution Estimation and Verification in Decentralized Federated Learning [confidential]	B	Antonio Di Maio	FS 26
	Evaluating and Mitigating Concept Labeling Failures in Dual-Encoder Vision-Language Models [confidential]	B	Giacomo Camposampiero, Antonio Di Maio	FS 26
	MADRE: Medium-Aware Multi-Agent Data-Driven Node Relocation for Bandwidth-Constrained Mobile Networks [confidential]	B	Antonio Di Maio	FS 26
	Bridging Feature and Weight Spaces: USAE-Guided Model Merging [confidential]	B	Denis Sutter, Antonio Di Maio	FS 26
	Slot Count as an Ensemble Axis for Object-Centric Learning [confidential]	S	Giacomo Camposampiero, Antonio Di Maio	FS 26
	Predictive World Models for Resilient Multi-Agent UAV Networks Under Strategic Jamming [confidential]	B	Antonio Di Maio	FS 26
	BORA: Byzantine-Observation Reinforced Attack on Cooperative Multi-Agent UAV Relay Networks [confidential]	B	Antonio Di Maio	FS 26
	Neural Architecture Search for Micro-Split Inference: Comparing Einspace and Once-for-All Search Spaces [confidential]	B	Antonio Di Maio	FS 26
	GReMAS: Graph-Reinforced Reliable Multi-Agent System Composition and Communication [confidential]	M	Antonio Di Maio	HS 25

Dr. Antonio Di Maio

Theses & Labs

Available Theses & Labs

Current Theses & Labs

Past Theses & Labs

Dr.
Antonio Di Maio