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

phone	+41 44 63 39103
fax	+41 44 63 21036
email

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
	Label-Free Compositional Generalization	M/S	Giacomo Camposampiero, 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)
	Adaptive and Resilient Resource-Aware Split Learning	S	Antonio Di Maio	FS 26
	Adversarial and Adaptive Data-driven Cooperative PHY Attacks and Countermeasures for Mobile Communications	B	Antonio Di Maio	FS 26
	Alignment Optimization between SAE through Monosemanticity	B	Denis Sutter, Antonio Di Maio	FS 26
	Byzantine Micro-Split Learning	S	Antonio Di Maio	FS 26
	Data-driven Coordination for Decentralized Federated Floating Radio Maps in MANETs	B	Antonio Di Maio	FS 26
	Enhancing Optimization for Label-Free Federated Compositional Learning	S	Antonio Di Maio, Giacomo Camposampiero	FS 26
	Enhancing Privacy of Communication-Efficient Policy-Exchange Processes in Multi-Environment Federated Reinforcement Learning	S	Antonio Di Maio	FS 26
	Federated Difflogic	B	Antonio Di Maio	FS 26
	Federated Hopfield Networks	B	Antonio Di Maio	FS 26
	Federated Learning with Adaptive Quantization Using Optimal Transport and Weight Importance	S	Denis Sutter, Antonio Di Maio	FS 26
	Federated Multi-Agent Reinforcement Learning with Low-Latency Logical Policies under Heterogeneous Environments	B	Antonio Di Maio	FS 26
	Federated Neural Architecture Search	B	Antonio Di Maio	FS 26
	Federated Neural Controlled Differential Equations for Distributed Physical Modeling	B	Antonio Di Maio	FS 26
	Federated Safety Heads for Prompt Injection Detection for Agentic LLMs	S	Antonio Di Maio	FS 26
	Federated Semi-Supervised Learning with Prototype-based Label Propagation using Iterative Graph Refinement	B	Antonio Di Maio	FS 26
	Incentive Protocols for Decentralized Federated Learning in High-Churn Networks	B	Antonio Di Maio	FS 26
	Label-Free Compositional Generalization	B	Giacomo Camposampiero, Antonio Di Maio	FS 26
	On the Role of Encoder and Decoder Expressiveness in SAE Feature Alignment	S	Denis Sutter, Antonio Di Maio	FS 26
	Optimal Transport for Model Merging under the Linear Representation Hypothesis	B	Denis Sutter, Antonio Di Maio	FS 26
	Physical- and Media-Access-Control-Layer Optimization in Quantum Mobile Networks	S	Antonio Di Maio	FS 26
	Probabilistic Attribute Invariant Networks and Compositionally-Weighted Conformal Prediciton for Uncertainty Quantification in Compositional Learning	S	Giacomo Camposampiero, Antonio Di Maio	FS 26
	Recursive Reasoning in Multi-Agent Reinforcement Learning	B	Antonio Di Maio	FS 26
	Resilient Communication-Optimal State Consensus in Jammed MANETs	B	Antonio Di Maio	FS 26
	Robust Multi-Agent Adversarial Policies in Jammed MANETs	S	Antonio Di Maio	FS 26
	Splittable Neural Architecture Search	B	Antonio Di Maio	FS 26
	Optimization of Multi-Agent Team Composition and Communication for Enhancing Reliability in Industrial Applications	M	Antonio Di Maio	HS 25
	Scalable Awareness for Resilient Cooperative Multi-Agent MANET Deployment against Jamming	B	Antonio Di Maio	HS 25

Dr. Antonio Di Maio

Theses & Labs

Available Theses & Labs

Current Theses & Labs

Dr.
Antonio Di Maio