Ravikumar, Deepak, Soufleri, Efstathia, Hashemi, Abolfazl, Roy, Kaushik. Memorization Through the Lens of Sample Gradients. ICLR 2026. (paper link)

Peng, Xueqing, Qian, Lingfei, Wang, Yan, Soufleri, Efstathia, others. MultiFinBen: Benchmarking Large Language Models for Multilingual and Multimodal Financial Application. ACL 2026. (paper link)

Das Biswas, S., Soufleri, Efstathia, Roy, A., Roy, Kaushik. Learning Unified Spatio-temporal Representations for Efficient Compressed Video Understanding. WACV 2026. (paper link)

Soufleri, Efstathia, Ananiadou, Sophia. Enhancing Stress Detection on Social Media Through Multi-Modal Fusion of Text and Synthesized Visuals. Workshop on Biomedical Language Processing 2025. (paper link)

Ravikumar, Deepak, Soufleri, Efstathia, Hashemi, Abolfazl, Roy, Kaushik. Towards Memorization Estimation: Fast, Formal and Free. ICML 2025. (paper link)

Ravikumar, Deepak, Soufleri, Efstathia, Roy, Kaushik. Improved Out-of-Distribution Detection with Additive Angular Margin Loss. CVPR 2025. (paper link)

Peng, Xueqing, Papadopoulos, Triantafillos, Soufleri, Efstathia, Giannouris, Polydoros, Xiang, Ruoyu, Wang, Yan, Qian, Lingfei, Huang, Jimin, Xie, Qianqian, Ananiadou, Sophia. Plutus: Benchmarking large language models in low-resource greek finance. EMNLP 2025. (paper link)

Ravikumar, Deepak, Soufleri, Efstathia, Roy, Kaushik. Curvature clues: Decoding deep learning privacy with input loss curvature. NeurIPS 2024 (Spotlight). (paper link)

Ravikumar, Deepak, Soufleri, Efstathia, Hashemi, Abolfazl, Roy, Kaushik. Unveiling privacy, memorization, and input curvature links. ICML 2024. (paper link)

Kosta, Adarsh, Soufleri, Efstathia, Chakraborty, Indranil, Agrawal, Amogh, Ankit, Aayush, Roy, Kaushik. HyperX: A Hybrid RRAM-SRAM partitioned system for error recovery in memristive Xbars. DATE 2022. (paper link)

Panda, Priyadarshini, Soufleri, Efstathia, Roy, Kaushik. Evaluating the Stability of Recurrent Neural Models during Training with Eigenvalue Spectra Analysis. IJCNN 2019. (paper link)

Yoo, Hyunwoo, Soufleri, Efstathia, Ravikumar, Deepak, Rosen, Gail. Cross-Modal Generative Augmentation for Multimodal Biological Classification. TMLR 2026. (paper link)

Karpontinis, Dimitris, Soufleri, Efstathia. DP-CARE: A Differentially Private Classifier for Mental Health Analysis in Social Media Posts. Frontiers in Digital Health 2025. (paper link)

Soufleri, Efstathia, Ravikumar, Deepak, Roy, Kaushik. Dp-imgsyn: Dataset alignment for obfuscated, differentially private image synthesis. TMLR 2024. (paper link)

Soufleri, Efstathia, Roy, Kaushik. Network Compression via Mixed Precision Quantization Using a Multi-Layer Perceptron for the Bit-Width Allocation. IEEE Access 2021. (paper link)

Soufleri, Efstathia, Ravikumar, Deepak, Roy, Kaushik. Advancing Compressed Video Action Recognition through Progressive Knowledge Distillation. arXiv 2024. (paper link)