Research Seminar / Аспирантский семинар
Time: Wednesday 18:00 - 20:00 (since 01.11.2023)
Rules for a research seminar
- Each PhD student (2d year or older) should at least once in a year make a report on the work done on the dissertation.
- Each PhD student must act as a reviewer at the seminar at least 5 times in a year.
To pass the PhD research seminar you have to make:
2023-2024
Jun 19
GPT or Human? Robust Approach to AI-generated Content Detection: Topological perspective, and not only
Magai German
Cyber Threat Intelligence Meets AI: A Literature Review of Artificial Intelligence Applications Across the CTI Phases
Abdulrahim Ghazal
Jun 12
Efficient algorithm for finding 𝑘-th 𝐿1- or 𝐿∞-distance in a system of plane points
Kirill Kaymakov
Jun 5
Z-Flipons conserved between human and mouse are associated with increased transcription initiation rates
Nazar Beknazarov
Unsupervised domain adaptation methods for cross-species transfer of regulatory code signals
Pavel Latyshev
May 29
MTS Kion Implicit Contextualised Sequential Dataset for Movie Recommendation
Ildar Safilo
May 22
Automated ML code generation by natural text description
Ekaterina Trofimova
May 15
Models and methods of automated textual data processing for low-resource languages
Kulaev Maksim
Fast gradient-free activation maximization for neurons in spiking neural networks
Maxim Beketov
Apr 24
Interpreting machine learning models with methods based on Galois connections
Eric George Parakal
Apr 17
Global Optimisation of Black-Box Functions with Generative Models in Wasserstein Space [cancelled]
Tigran Ramazyan
Mar 20
Hyperbolic embeddings and hypergraph representations of complex networks
Konstantin Sorokin
Mar 6
Optimization of ProVerif Programs for AKE Protocols
Evgenii Vinarskii
Feb 28
Decision Quivers: an FCA-based approach to describe trees and their ensembles
Dudyrev Egor
Feb 21
Tabular Data in the Wild
Rubachev Ivan
Robustness of Centrality Measures under Incomplete Data
Meshcheryakova Natalia
Feb 7
Tabular Data in the Wild Dealing with Sparse Rewards Using Graph Neural Networks
Gerasyov Matvey
Jan 24
Real-time low latency estimation of brain rhythms with deep neural networks
Semenkov Ilya
Jan 17
To Stay or Not to Stay in the Pre-train Basin: Insights on Ensembling in Transfer Learning
Sadrtdinov Ildus
Dec 20
You Told Me That Joke Twice: A Systematic Investigation of Transferability and Robustness of Humor Detection Models
Baranov Alexander
Stable sampling from GANs
Khassan Yana
Dec 13
Discovering Readable Models from Event Logs
Begicheva Antonina
Search quality and discovery enhancement in multimodal data corpora
Bardukov Anatoly
Dec 6
Data-Driven Approach for Identifying State of Hemodialysis Fistulas: Entropy-Complexity and Formal Concept Analysis
Majid Sohrabi
Nov 29
The Significance of Pose Network in Self-Supervised Monocular Depth Estimation
Yazan Dayoub
Transformer-based classification of user queries for medical consultancy with respect to expert specialization
Denis Pozdnyakov
Nov 22
Search for Image Quality Metrics Suitable for Assessing Images Specially Precompensated for Users with Refractive Errors
Alkzir Nafe
Nov 15
Graph embeddings for machine learning on structural data
Nikita Severin
Corrected Triple Correction Method, CNN and transfer learning for prediction the realized volatility of Bitcoin and E-mini S&P500
Vyacheslav Manevich
Corrected Triple Correction Method, CNN and transfer learning for prediction the realized volatility of Bitcoin and E-mini S&P500
Vyacheslav Manevich
Nov 8
Analysis of Students’ Academic Performance using LMS Event Logs
Nikita Shaimov
Nov 1
WebArrayDB: A Geospatial Array DBMS in Your Web Browser
Nikita Terlych
2022-2023
Oct 18
Unsupervised Domain Adaptation Methods for Cross-Species Transfer of Regulatory Code Signals
Pavel Latyshev
Dynamic Graphs Exploration
Kirill Kaymakov
Oct 11
Deep learning for automatic acne grading
Nikolic Stefan
DL and ML methods in DNA secondary structure prediction
Beknazarov Nazar
Oct 4
Perturbation Analysis of Centrality Measures
Natalia Meshcheryakova
FAWN: Floor-And-Walls Normal Regularization for Direct Neural TSDF Reconstruction
Bulat Gabdullin
Sep 27
Transformer-based text generation using discourse planning
Alexander Chernyavskiy
Time-aware next basket recommendations
Marina Ananyeva
Marina Ananyeva
Sep 20
Decentralized Unlabeled Multi-Agent Navigation in Continuous Space
Stepan Dergachev
Sep 13
Simulation-based inference approaches for analysis of systematic uncertainties of physics experiments
Iniukhin Aleksandr
Batch-softmax contrastive loss and its application to detection of previously fact-checked claims
Anton Chernyavskiy
Sep 6
Evolutionary software development using procedural-parametric programming
Kosov Pavel
Deep Learning on Tabular Data
Rubachev Ivan
Rubachev Ivan
Jun 28
Vote’n’Rank: Revision of Benchmarking with Social Choice Theory
Florinsky Mikhail
Information retrieval from hippocampal neuronal dynamics
Sorokin Konstantin
Sorokin Konstantin
Jun 21
Models and methods of automated textual data processing for low-resource languages
Kulaev Maksim
Analyzing the correlation between Brain Electrical Activity and Semantic Interpretation in the context of visual stimuliAutomatic text processing methods for generating tests in various subject areas
Morkovkin Anton
Jun 14
Manipulability and costly information acquisition in school choice
Ivan Auster
Algorithms development for building machine learning pipelines using data-driven natural language processing methodsInterpretable surrogate-based inference for simulation in High Energy Physics
Ekaterina Trofimova
Ekaterina Trofimova
Jun 7
Properties of timed finite state machines
Evgenii Vinarskii
Methods of recognition and generation of short humorous texts
Alexander Baranov
May 31
Multimodal Clustering for Social Network Analysis
Sergei Gorshkov
Verification methods for fuzzy control systems
Diana Kazbekova
May 24
Critical phenomena in microblogging social networks: phenomenological theory and empirical investigation based on data analysis [cancelled]
Viktor Dmitriev
Text-Conditional Audio Generation with CLAP Latents
Dmitry Tarasov
May 17
Deep neural networks from the perspective of manifold learning
Magai German
Methods for constructing knowledge graphs from scientific and specialized texts
Don Oleg
May 10
Functional tests for Text-to-SQL models
Ekaterina Dmitrieva
Self-Supervised learning and Deep Clustering for fault diagnosis in chemical processes
Golyadkin Maksim
Apr 26
Consumer Health Question Answering Using Off-the-Shelf Components
Pugachev Alexander
Generative models for high energy physics experiments
Rogachev Alexander
Apr 19
The search for optimal short rules
Egor Dudyrev
Egor Dudyrev
Apr 12
A deep neural network for annotation of tandem mass spectrometry data
Frank Acquaye
Frank Acquaye
Exact p-value calculation for high resolution Tandem Mass Spectrometry data
Kishankumar Bhimani
Apr 5
FCA-based risk assessment tool for cyber threat intelligence systems
Abdulrahim Ghazal
Interpreting machine learning models with methods based on Galois connections
Eric George Parakal
Eric George Parakal
Mar 29
Design and applications of interpretable invertible generative models
Abdalaziz Al-Maeeni
Research and development of the methods of interval analysis, optimization and their application to robotics
Maminov Artem
Mar 22
Image pre-processing to compensate for visual anomalies
Nafe Alkzir
Algorithms for constructing generative models of streaming data
Ilia Semenkov
Mar 22
Image pre-processing to compensate for visual anomalies
Nafe Alkzir
Algorithms for constructing generative models of streaming data
Ilia Semenkov
Mar 15
Regularized equations for multicomponent compressible gas mixture flows and their numerical approximations
Fedchenko Anna
Development and optimization of GPU algorithms for mathematical modelling of materials
Choi Yea Rem
Development and optimization of GPU algorithms for mathematical modelling of materials
Choi Yea Rem
Mar 1
Structured prediction models for multi-label text classification
Ramil Yarullin
Ramil Yarullin
Methods and Problems of Decentralized Deep Learning
Max Ryabinin
Max Ryabinin
Feb 22
Scalable implicit and semi-implicit generative models
Aibek Alanov
Feb 15
Mathematical simulation of protein molecule conformation
Ignatov Andrei
Ignatov Andrei
Deep generative models for anomaly detection
Ryzhikov Artyom
Ryzhikov Artyom
2022
15 июня
Improving Sampling Techniques in Rendering
Докладчик — Софья Иволгина (ФКН)Pretrained Models for Source Code Processing
Докладчик — Сергей Трошин (ФКН)Individual Agent Navigation in an Uneven Environment and Coordination of Mobile Agents in Multi-agent Navigation
Докладчик — Степан Дергачев (МИЭМ)25 мая
Reinforcement Learning in Recommender Systems
Докладчик — Ильдар Сафило (ФКН)Pulse Propagation and Quantum Revival on Geometric Objects
Докладчик — Ярослав Ребенко (ФКН)4 мая
Language-independent word sense disambiguation methods
Докладчик — Максим Кулаев (ФКН)9 марта
General Matrix-to-Matrix Multiplication Algorithm for Multiple GPUs: Performance and Optimization
Докладчик — Чой Е Рем (МИЭМ)2 марта
SPARQLing Database Queries from Intermediate Question Decompositions
Докладчик — Ирина Сапарина (ФКН)Searching for Better Database Queries from Predictions of Neural Models
Докладчик — Рамиль Яруллин (ФКН)9 февраля
Deep Generative Models for Anomaly Detection
Докладчик — Артем Рыжиков (ФКН)21 января
Представление тем диссертационных исследований аспирантов первого года обучения
Докладчики: Ильдар Сафило (ФКН), Артем Лобанов (Санкт-Петербург), Ярослав Ребенко (ФКН), Алишер Нуракунов (ФКН), Кишанкумар Бхимани (ФКН)19 января
Представление тем диссертационных исследований аспирантов первого года обучения
Докладчики: Мария Фоменко (ФКН), Сараа Али (ФКН), Илья Семенков (ФКН), Кирилл Каймаков (ФКН), Александр Хворов (Санкт-Петербург)12 января
Представление тем диссертационных исследований аспирантов первого года обучения
Докладчики: Александр Федоров (ФКН), Егор Щербин (ФКН), Александр Пугачев (ФКН), Максим Голядкин (ФКН)2021
29 декабря
Представление тем диссертационных исследований аспирантов первого года обучения
Докладчики: Михаил Флоринский (ФКН), Алексей Харламов (ФКН), Иван Аустер (ФЭН), Илья Трушкин (Нижний Новгород), Диана Казбекова (ФКН), Нафе Алкзир (ФКН)22 декабря
Представление тем диссертационных исследований аспирантов первого года обучения
Докладчики: Сергей Горшков (ФКН), Олег Дон (ФКН), Олег Свидченко (Санкт-Петербург), Никита Константиновский (ФКН), Георгий Пшихачев (Санкт-Петербург)15 декабря
Представление тем диссертационных исследований аспирантов первого года обучения
Докладчики: Александр Чернявский (ФКН), Антон Чернявский (ФКН), Егор Богомолов (Санкт-Петербург), Михаил Шавкунов (Санкт-Петербург), Павел Латышев (ФКН)8 декабря
Представление тем диссертационных исследований аспирантов первого года обучения
Докладчики: Евгений Бурашников (Нижний Новгород), Андрей Плосконосов (ФКН), Андрей Шилов (Нижний Новгород), Евгений Винарский (ФКН), Назар Бекназаров (ФКН)1 декабря
Представление тем диссертационных исследований аспирантов первого года обучения
Докладчики: Егор Дудырев (ФКН), Фрэнк Аквей (ФКН), Антон Семенкин (ФКН), Константин Сорокин (ФКН), Стефан Николич (ФКН), Андрей Жуков (ФКН)24 ноября
Mathematical Models, Methods and Software for the Formation of Adaptive Content for Online Educational Resources
Докладчик — Дмитрий АлдунинПредставление темы диссертационного исследования аспиранта первого года обучения
Докладчик — Максим Рябинин (ФКН)18 октября
Machine Learning for Graph Analysis
Докладчик — Сергей Слащинин (Нижний Новгород)On Properties of Aggregated Regularized Systems of Equations for a Homogeneous Multicomponent Gas Mixture
Докладчик — Анна Федченко (ФЭН)11 октября
Indoor Scene Classification and Recognition with Machine Learning
Докладчик — Исмаил Каяли (ФКН)Forecasting Energy Consumption Based on Automated Machine Learning
Докладчик — Константин Данилов (МИЭМ)6 сентября – 4 октября
Итоговые доклады выпускников аспирантской школы по компьютерным наукам
28 июня
Analysis of Bilivel Optimization Problems with Incomplete Information and Learning
Докладчик — Сергей Кетков (Нижний Новгород)21 июня
Pre-Trained Transformers for Sentiment Analysis of Texts in Russian
Докладчик — Сергей Сметанин (ВШБ)Exploring Models' Knowledge of Language through NLI Task
Докладчик — Мария Тихонова (ФКН)7 июня
Towards Integrating Centralized Multi-agent Path Finding with Decentralized Collision Avoidance
Докладчик — Степан Дергачев (МИЭМ)Improving Transformers for Source Code Processing
Докладчик — Сергей Трошин (ФКН)Variance Reduction in Monte Carlo Algorithms
Докладчик — Софья Иволгина (ФКН)31 мая
Combined complexity of Answering Ontology-Mediated Queries with a Covering Axiom
Докладчик — Ольга Герасимова (ФКН)24 мая
Interpretability and Effectiveness of Machine Learning Methods for Sequence Mining in Various Domains
Докладчик — Анна Муратова (ФКН)Language Model for Error Correction in Russian Texts by Non-native Speakers y
Докладчик — Никита Ремнев (ФКН)17 мая
Change-Point Detection for Monitoring the State of the Observed Systems
Докладчик — Максим Карпов (ФКН)26 апреля
Recovering Hidden Parameters of Cyber-physical Systems from Observable Characteristics
Докладчик — Леонид Гремячих (ФКН)19 апреля
Some Hereditary Cases of Polynomial and Pseudopolynomial Solvability of the Graph Vertex Coloring Problem
Докладчик — Ольга Развенская (Нижний Новгород)12 апреля
Bridging the Gap between Generative Adversarial Networks (GANs) and Varitional Autoencoders (VAE)
Докладчик — Айбек Аланов (ФКН)29 марта
Meta-Learning in Neural Networks
Докладчик — Александр Гришин (ФКН)New Methods of Data Envelopment Analysis and Its Application for the Efficiency Assessment of COVID-19 Quarantine Measures
Докладчик — Сергей Демин (ФЭН)22 марта
Methods and Software Tools for Ontology-Controlled Automatic Item Generation in Personalized Learning Environments
Докладчик — Мария Горденко (ФКН)Machine Reading Comprehension with Interpretable Discrete Reasoning
Докладчик — Рамиль Яруллин (ФКН)15 марта
Maximizing Retailer Profit Using an Electronic Price-Tag System
Докладчик — Кирилл Канищев (Департамент бизнес-информатики)Deep Generative Models for Anomaly Detection
Докладчик — Артем Рыжиков (ФКН)1 марта
Fusion of Text and Graph Information for Machine Learning Problems on Graphs
Докладчик — Дмитрий Киселев (ФКН)Hierarchical Intention and Process Model for Game Analysis
Докладчик — Константин Никитин (ФКН)22 февраля
Biomedical Data Collection and Storage Systems for Intelligent Services Support in Healthcare
Докладчик — Никита Буланов (ФКН)15 февраля
Free-Energy Principle Capabilities Investigation for Building Agents in Dynamic Environments
Докладчик — Алексей Зеленов (НИУ ВШЭ в Нижнем Новгороде)Promising Approaches to High-Performance Atomistic Modeling
Докладчик — Всеволод Никольский (МИЭМ)8 февраля
Recognizing DNA Secondary Structures Using the Attention Mechanism
Докладчик — Сеунгмин Джин (ФКН)Identification and Early Detection of Critical Phases and States of a Microblogging Social Network Based on the Analysis of Its Stochastic Repost Activity
Докладчик — Виктор Дмитриев (Департамент бизнес-информатики)1 февраля
An Overview of Problems and Methods of Regulatory Text Analysis
Докладчик — Денис Смирнов (ФКН)Belief Functions for the Importance Assessment in Multiplex Networks
Докладчик — Наталья Мещерякова (ФЭН)11, 18 и 25 января
Утверждение тем диссертаций аспирантов первого года обучения.2020
21 декабря
Development and Optimization of GPU Algorithms for Mathematical Modelling of Materials
Докладчик — Е Рем Чой (МИЭМ)Variance Reduction for Policy Gradient via Empirical Variance
Докладчик — Максим Каледин (ФКН)14 декабря
Retrieval-Based Dialogue Systems Based on Knowledge Model Implementation
Докладчик — Елизавета Гончарова (ФКН)7 декабря
Mathematical Simulation of Protein Molecule Conformation
Докладчик — Андрей Игнатов (ФКН)Заседания семинара в 2019/2020 году
Заседания семинара в 2018/2019 году
Заседания семинара в 2017/2018 году
Заседания семинара в 2016/2017 году