ADVMLOP Project Assignments 2023-2024.xlsx

	A	B	C	D	E
1	Name	Contact person	Extensible to thesis	Can be taken more than once	Taken by
2	DeepProbLog vs Deep Network	Andrea Passerini	NO	YES	ewabarbara.pasterz@studenti.unitn.it, simona.vychytilova@studenti.unitn.it
3	Mitigation of Unfortunate Counterfactual Events (UCE)	Giovanni De Toni	YES	NO
4	Approximate motifs counting in Temporal Networks	Antonio Longa	YES	NO	Lorenzo Cannata
5	Argumentative interaction with LLMs in Legal Sector	Burcu Sayin	YES	NO
6	Probabilistic verification of Neural Networks	Paolo Morettin	YES	YES
7	xAI for Curriculum Learning on Graph/Euclidean data	Vincenzo Marco De Luca	YES	NO
8	Highly-Explainable Graph Neural Networks	Vincenzo Marco De Luca, Steve Azzolin	NO	NO
9	Information Theory for Mitigating Reasoning Shortcuts	Emanuele Marconato, Samuele Bortolotti	YES	NO
10	Reasoning Shortcuts with unknown knowledge	Emanuele Marconato	YES	NO
11	Causal Abstractions of neural networks solving logical operations	Emanuele Marconato, Samuele Bortolotti	YES	NO
12	RLHF-style Debugging (Concept-based) Models	Stefano Teso	YES	NO
13	Smart Query Selection for Interactive Debugging	Stefano Teso	YES	NO
14	Spuriosity Didn’t Kill The Debugger	Stefano Teso	YES	NO
15	Supernode GNN	Steve Azzolin, Francesco Ferrini	YES	NO	Samuele Angheben
16	Graph forecasting	Andrea Passerini	YES	NO	francesco.gentile@studenti.unitn.it
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100