Publications – From October 2022 to October 2023

List of Notable Publications in top 10% by field

October 2022 to March 2023




IF * 

Solving Explainability Queries with Quantification: The Case of Feature Relevancy.  

The 37th AAAI conference on Artificial intelligence (AAAI 2023) 


Huang, Xuanxiang; Izza, Yacine; Marques-Silva, Joao. 


Zeroth-Order Optimization with Trajectory-Informed Derivative Estimation 

11th International Conference on Learning Representations (ICLR 2023) 

Yao Shu, Zhongxiang Dai, Weicong Sng, Arun Verma, Patrick Jaillet, Bryan Kian Hsiang Low 


Risk-Aware Reinforcement Learning with Coherent Risk Measures and Non-linear Function Approximation 

11th International Conference on Learning Representations (ICLR 2023) 

Chi Thanh Lam, Arun Verma, Bryan Kian Hsiang Low, Patrick Jaillet 


No-regret Sample-efficient Bayesian Optimization for Finding Nash Equilibria with Unknown Utilities 

26th International Conference on Artificial Intelligence and Statistics (AISTATS 2023) 

Sebastian Shenghong Tay, Quoc Phong Nguyen, Chuan Sheng Foo, Bryan Kian Hsiang Low 


Pruning during training by network efficacy modeling 

Machine Learning, 2023 

Mohit Rajpal, Yehong Zhang, Bryan Kian Hsiang Low 


Modeling systems from partial observations.  

Frontiers Materials 


V. Champaney, V.J. Amores, S. Garois, L. Irastorza-Valera, C. Ghnatios, F.J. Montáns, E. Cueto, F. Chinesta 


Thermodynamics-informed neural networks for physically realistic mixed reality  


Computer Methods in Applied Mechanics and Engineering 

Q. Hernandez, A. Badías, F. Chinesta, E. Cueto 


Physics Informed Reinforced Learning for Perception and Reasoning about Fluids 


Computational Mechanics 

B. Moya, A. Badias, D. Gonzalez, F. Chinesta, E. Cueto 


Port-metriplectic neural networks: thermodynamics-informed machine learning of complex physical systems 

Computational Mechanics 

Q. Hernandez, A. Badias, F. Chinesta, E. Cueto. 


Conciliating accuracy and efficiency to empower engineering based on performance: a short journey 

Comptes Rendus Académie de Sciences 

F. Chinesta, E. Cueto.  



Joint majorization-minimization for nonnegative matrix factorization with the beta-divergence 


Signal Processing, 2023 

A. Marmin, J. H. de M. Goulart, C. Févotte 


Majorization-minimization for sparse nonnegative matrix factorization with the beta-divergence 

IEEE Transactions on Signal Processing, 2023 

A. Marmin, J.H. de M. Goulart, C. Févotte 


LaserMix for Semi-Supervised LiDAR Semantic Segmentation 

CVPR 2023 (Highlight) 

Lingdong Kong, Jiawei Ren, Liang Pan, Ziwei Liu 


ConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via Regularized Domain Concatenation 

ICRA 2023 

Lingdong Kong,, Niamul Quader, Venice Erin Liong 


ParaGlassMenu: Towards Social-Friendly Subtle Interactions in Conversations 

CHI 2023 

Runze Cai, Nuwan Janaka, Shengdong Zhao, Minghui Sun 


What Did You Learn To Hate? A Topic-Oriented Analysis of Generalization in Hate Speech Detection 

European Chapter of the Association for Computational Linguistics EACL 2023 

Tom Bourgeade, Patricia Chiril, Farah Benamara, Véronique Moriceau 


Topic Refinement in Multi-Level Hate Speech Detection 

European Conference on Information Retrieval ECIR 2023 

Tom Bourgeade, Patricia Chiril, Farah Benamara, Véronique Moriceau 


A Multilingual Dataset of Racial Stereotypes in Social Media Conversational Threads 

Findings of the European Chapter of the Association for Computational Linguistics EACL 2023 

Tom Bourgeade Alessandra Cignarella, Simona Frenda, Mario Laurent, Wolfgang Schmeisser-Nieto, Farah Benamara, Cristina Bosco, Véronique Moriceau, Viviana Patti and Mariona Taulé 


Towards Summary Candidates Fusion 

Conference on Empirical Methods in Natural Language Processing EMNLP 2022 

Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen 


April 2023 to October 2023




IF * 

On computing probabilistic abductive explanations [WP1] 

International Journal of Approximation  Reasoning 159: 108939, 2023 

Yacine Izza, Xuanxiang Huang, Alexey Ignatiev, Nina Narodytska, Martin C. Cooper, João Marques-Silva 


On Scalable Testing of Samplers [WP1] 


Accepted at  

NeurIPS 2023 

Yash Pote, Kuldeep S; Meel. 


Sequential Learning Algorithms for Contextual Model-Free Influence Maximization  [WP2] 

29th ACM SIGKDD Conference On Knowledge Discovery And Data Mining (ACM KDD) 2023 

Alexandra Iacob, Bogdan Cautis, Silviu Maniu 


Influence Maximization with Fairness at Scale [WP2] 

29th ACM SIGKDD Conference On Knowledge Discovery And Data Mining (ACM KDD) 2023 

Yuting Feng, Ankit Ravikumar, Bogdan Cautis, Hossein Vahabi 


Deep Unrolling for Nonconvex Robust Principal Component Analysis [WP3] 

Machine Learning and Signal Processing – MLSP 2023. 

Elizabeth Z. C. Tan, Caroline Chaux, Emmanuel Soubies, and Vincent Y. F. Tan 


MAP-informed Unrolled Algorithms for Hyper-parameter Estimation [WP3] 

International Conference on Image Processing – ICIP 2023 

Pascal Nguyen, Emmanuel Soubies, Caroline Chaux 


Exploiting ideal-sparsity in the generalized moment problem with application to matrix factorization ranks. [WP3]  

Math. Program. (2023). 


Korda, M., Laurent, M., Magron, V. et al. 


Pell’s equation, sum-of-squares and equilibrium measures on a compact set. [WP3]  

Comptes Rendus Mathématique 361, pp. 935—952, 


Lasserre J.B. 


RoboDepth: Robust Out-of-Distribution Depth Estimation under Corruptions. [WP4] 

Proceedings of NeurIPS 2023 Track Datasets and Benchmarks.  To appear. 

Lingdong Kong, Shaoyuan Xie, Hanjiang Hu, Lai Xing Ng, Benoit R Cottereau, Wei Tsang Ooi 


Multi-Document Summarization with Centroid-Based Pretraining. [WP5] 

Association for Computational Linguistics ACL’23; pages 128–138, 2023. 

Ratish Surendran Puduppully, Parag Jain, Nancy Chen, and Mark Steedman. 


An Exploratory Study on Model Compression for Text-to-SQL. [WP5] 

Findings of the Association for Computational Linguistics: ACL 2023, 11647–11654 

Shuo Sun, Yuze Gao, Yuchen Zhang, Jian Su, Bin Chen, Yingzhan Lin, Shuqi Sun. 


An Integrated Approach for Political Bias Prediction and Explanation Based on Discursive Structure. [WP5] 

Findings of the Association for Computational Linguistics: ACL 2023, 11196–11211. 

Nicolas Devatine, Philippe Muller, and Chloé Braud 


The Problem of the Responsibility of the “Nobody” [WP6] 

Journal – Divus Thomas 

Ang, Jennifer. 


Towards Safe Model-Free Building Energy Management using Masked Reinforcement Learning [WP8] 

IEEE International Smartgrids Technologies Conference – ISGT 2023 

Sharath Ram Kumar, Remy Rigo-Mariani, Benoit Delinchant, Arvind Easwaran 


Physics informed and data-based augmented learning in structural health diagnosis [WP9] 

Computer Methods in Applied Mechanics and Engineering 

D. Di Lorenzo, V. Champaney, J.Y. Marzin, C. Farhat, F. Chinesta 


Themodynamics of learning physical phenomena [WP9] 

Archives of Computational Methods in Engineering 

E. Cueto and F. Chinesta 


List of Other Publications

October 2022 to March 2023




Social Influence-Maximizing Group Recommendation 


Yangke Sun, Bogdan Cautis, Silviu Maniu 

Regularized regressions for parametric models based on separated representations  

Advanced Modeling and Simulation in Engineering Sciences 

A. Sancarlos, V. Champaney, E. Cueto, F. Chinesta 

Optimal velocity planning based on the solution of the Euler-Lagrange equations with a neural network-based velocity regression 

Discrete and Continuous Dynamical Systems 

C. Ghnatios,D. di Lorenzo,V. Champaney,E. Cueto, F. Chinesta 

On the use of synthetic images in deep learning for defect recognition in industrial infrastructures  

6th International Conference on Machine Vision and Applications (ICMVA 2023) 

C. Mailhe, A. Ammar, F. Chinesta 

A disintegration of the Christoffel function 


Comptes Rendus Mathématique, 360, pp. 1071–1079 , 2022 

Lasserre J.B. 

Pell’s equation, sum-of-squares and equilibrium measures on a compact set 


Comptes Rendus Mathématique  (2023)  - to appear 

Lasserre J.B. 

Class-incremental learning on Multivariate time series via shape-aligned temporal distillation 


Z. Qiao, M. Hu, X. Jiang, PN. Suganthan, S. Ramasamy 

MELODI at SemEval-2023 Task 3: In-domain Pre-training For Low-resource Classification of News Articles.  


Semeval 2023 (International Workshop on Semantic Evaluation) @ACL 2023 

Devatine, Muller & Braud 

Tractable & Coherent Multi-Document Summarization: Discrete Optimization of Multiple Neural Modeling Streams via Integer Linear Programming 

Conference on Empirical Methods in Natural Language Processing (EMNLP 2022) Industry Track 

Litton J Kurisinkel and Nancy Chen 

Entity-based De-noising Modeling for Controllable Dialogue Summarization 


Zhengyuan Liu, Nancy F. Chen 

Behavioural Cloning based RL Agents for District Energy Management 

ACM SIGEnergy Workshop on Reinforcement Learning for Energy Management in Buildings & Cities (RLEM), Boston, Nov. 2022 

S. R. Kumar, A. Easwaran, B. Delinchant, R. Rigo-Mariani 

April 2023 to October 2023




On Computing Relevant Features for Explaining NBCs [WP1] 

Enigma –  

KR’23 workshop 

Y. Izza, J. Marques-Silva 

How Biased are Your Features?”: Computing Fairness Influence Functions with Global Sensitivity Analysis [WP1] 

FaccT 2023 

Bishwamittra Ghosh, Debabrota Basu, Kuldeep S. Meel 

Reinforcement Planning for effective ε-optimal policies in dense time with discontinuities [WP1] 

FSTTCS 2023 

Léo Henry, Blaise Genest, Alexandre Drewery 

Assessing the Effectiveness of Intrinsic Dimension Estimators for Uncovering the Phase Space Dimensionality of Dynamical Systems from State Observations – A Comparative Analysis [WP2] 

DEXA 2023 


Félix Chavelli, Zi-Yu Khoo, Jonathan Sze Choong Low, Stéphane Bressan 

Confidential Truth Finding with Multi-Party Computation [WP2] 

DEXA 2023 


Angelo Saadeh, Pierre Senellart, Stéphane Bressan 

Celestial Machine Learning – From Data to Mars and Beyond with AI Feynman [WP2] 

DEXA 2023 

Zi-Yu Khoo, Abel Yang, Jonathan Sze Choong Low, Stéphane Bressan 

Controlled synchronization of coupled pendulums by Koopman Model Predictive Control. [WP3] 

Control Engineering Practice, Volume 139, 2023. 

Loi Do, Milan Korda, Zdeněk Hurák 

L’idéal de la ville réplicable au défi des éléments invisibles. De la perspective géométrique aux Digital Twins, les enjeux des liens entre l’espace urbain et ses représentations [WP3+WP9+WPX] 

9th edition of the HyperUrbain coloqqium 

Marida Di Crosta, Boris Huljak, Caroline Chaux 

A modified Christoffel function and its asymptotic properties [WP3] 

J. Approximation Theory 295, 2023 

Lasserre J.B 

Polynomial Optimization, Certificates of Positivity, and Christoffel Function [WP3-WP1] 

Polynomial Optimization , Moments and Applications, M. Kocvara, B. Mourrain and C. Riener (Eds.), Springer. In press. 

Lasserre J.B 

The Moment-SOS hierarchy: Applications and related topics [WP3] 

Acta Numerica. To appear. 

Lasserre J.B 

Comparing How a Chatbot References User Utterances from Previous Chatting Sessions: An Investigation of Users’ Privacy Concerns and Perceptions [WP4] 

11th International Conference on Human-Agent Interaction 

Samuel Rhys Cox, Yi-Chieh Lee, Wei Tsang Ooi 

The DISRPT 2023 Shared Task on Elementary Discourse Unit Segmentation, Connective Detection, and Relation Classification. [WP5] 


DISRPT 2023, 1–21, The Association for Computational Linguistics. 

Chloé Braud, Yang Janet Liu, Eleni Metheniti, Philippe Muller, Laura Rivière, Attapol Rutherford, and Amir Zeldes. 

DisCut and DiscReT: MELODI at DISRPT 2023. [WP5] 

DISRPT 2023, 29-42, The Association for Computational Linguistics. 

Eleni Metheniti, Chloé Braud, Philippe Muller, and Laura Rivière.  

Digital health and the context of smart cities: new ethical issues 
for care? [WP6] 

Colloquium – What digital technology does to care. From AI to clinical intelligence, Université de Dijon,1-2 June  

Parizeau, Marie-Hélène 

Trust, understanding, & machine translation: the task of translation & the responsibility of the translator. [WP7] 

AI & Society (Springer), 2023 

Melvin Chen 

Take a chance on me: Aleatory poetry, generative AI, & the external demarcation problem. [WP7] 

Journal of Aesthetics & Art Criticism (Oxford University Press), To appear 

Melvin Chen 

Hybrid twins coupling PBDW and machine learning for effective state estimation on complex systems [WP8] 

Mechanistic machine learning and digital engineering for Computational Science Engineering and Technology MMLDE-CSET2023 

S. Massala, L. Chamoin, M. Pica Ciamarra 

Physics Aware Digital Twins as reliable, responsible tools to predict and manage disruptions in urban complex systems. [WPX,9,1] 

Science of Cities Symposium 

USS R&D Congress, October 4-5 2023, Singapore. 

Panel 1: Complexity and Planning with Uncertainty: Science-Based Approach to Future Scenarios. 

F.Chinesta, M. Di Crosta, B. Huljak, A. Ammar, V. Evers, C. Choimet, B. Genest, D. Baillargeat 

The city and its replica. 

From linear perspective to Digital Twins, the challenge of connecting urban space and its representations. [WPX,9,3] 

HyperUrbain9: Data Driven City. 

9th International symposium on Technologies in Urban Environments, University of Agadir, Morocco. Conference proceeding 

Marida Di Crosta, Boris Huljak, Caroline CHAUX 

Face-over TV. How a creative use of AI is challenging the visual representation of the human on screen. [WPX] 

IAMCR International Conference Lyon 23, Inhabiting the planet: Challenges for media, communication and beyond, July 9-13, Lyon, France 

M. Di Crosta