Mahdieh Soleymani Baghshah

139 papers A* 9A 2B 4C 2Misc 2Journal 102Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CARINOX: Inference-time Scaling with Category-Aware Reward-based Initial Noise Optimization and Exploration. Trans. Mach. Learn. Res. Seyed Amir Kasaei, Ali Aghayari, Arash Mari Oriyad, Niki Sepasian, Shayan Baghayi Nejad, MohammadAmin Fazli, Mahdieh Soleymani Baghshah, Mohammad Hossein Rohban
2026	J	`jnl`	Causal Attribution via Activation Patching. CoRR Amirmohammad Izadi, Mohammadali Banayeeanzade, Alireza Mirrokni, Hosein Hasani, Mobin Bagherian, Faridoun Mehri, Mahdieh Soleymani Baghshah
2026	J	`jnl`	Dilated Balanced cross entropy loss for medical image segmentation. BMC Medical Imaging Seyed Mohsen Hosseini, Mahdieh Soleymani Baghshah
2026	J	`jnl`	Efficient Adversarial Attacks on High-dimensional Offline Bandits. CoRR Seyed Mohammad Hadi Hosseini, Amir Najafi, Mahdieh Soleymani Baghshah
2026	J	`jnl`	Large Language Models for Scientific Idea Generation: A Creativity-Centered Survey. Trans. Mach. Learn. Res. Fatemeh Shahhosseini, Arash Mari Oriyad, Ali Momen, Mahdieh Soleymani Baghshah, Mohammad Hossein Rohban, Shaghayegh Haghjooy Javanmard
2026	J	`jnl`	Lying to Win: Assessing LLM Deception through Human-AI Games and Parallel-World Probing. CoRR Arash Mari Oriyad, Ali Nouri, Mohammad Hossein Rohban, Mahdieh Soleymani Baghshah
2026	—	`conf`	MEENA (PersianMMMU): Multimodal-Multilingual Educational Exams for N-level Assessment. EACL (Findings) Omid Ghahroodi, Arshia Hemmat, Marzia Nouri, Seyed Mohammad Hadi Hosseini, Doratossadat Dastgheib, Mohammad V. Sanian, Alireza Sahebi, Reihaneh Zohrabi, Mohammad Hossein Rohban, Ehsaneddin Asgari, Mahdieh Soleymani Baghshah
2026	J	`jnl`	Mechanistic Interpretability of Large-Scale Counting in LLMs through a System-2 Strategy. CoRR Hosein Hasani, Mohammadali Banayeeanzade, Ali Nafisi, Sadegh Mohammadian, Fatemeh Askari, Mobin Bagherian, Amirmohammad Izadi, Mahdieh Soleymani Baghshah
2026	J	`jnl`	SUSD: Structured Unsupervised Skill Discovery through State Factorization. CoRR Seyed Mohammad Hadi Hosseini, Mahdieh Soleymani Baghshah
2026	J	`jnl`	The Judge Who Never Admits: Hidden Shortcuts in LLM-based Evaluation. CoRR Arash Mari Oriyad, Omid Ghahroodi, Ehsaneddin Asgari, Mohammad Hossein Rohban, Mahdieh Soleymani Baghshah
2025	J	`jnl`	A Contrastive Teacher-Student Framework for Novelty Detection under Style Shifts. CoRR Hossein Mirzaei, Mojtaba Nafez, Moein Madadi, Arad Maleki, Mahdi Hajialilue, Zeinab Sadat Taghavi, Sepehr Rezaee, Ali Ansari, Bahar Dibaei Nia, Kian Shamsaie, Mohammadreza Salehi, Mackenzie W. Mathis, Mahdieh Soleymani Baghshah, Mohammad Sabokrou, Mohammad Hossein Rohban
2025	J	`jnl`	Analyzing CLIP's Performance Limitations in Multi-Object Scenarios: A Controlled High-Resolution Study. CoRR Reza Abbasi, Ali Nazari, Aminreza Sefid, Mohammadali Banayeeanzade, Mohammad Hossein Rohban, Mahdieh Soleymani Baghshah
2025	—	`conf`	Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation. ACL (Findings) Mohammad Mahdi Abootorabi, Amirhosein Zobeiri, Mahdi Dehghani, Mohammadali Mohammadkhani, Bardia Mohammadi, Omid Ghahroodi, Mahdieh Soleymani Baghshah, Ehsaneddin Asgari
2025	J	`jnl`	Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation. CoRR Mohammad Mahdi Abootorabi, Amirhosein Zobeiri, Mahdi Dehghani, Mohammadali Mohammadkhani, Bardia Mohammadi, Omid Ghahroodi, Mahdieh Soleymani Baghshah, Ehsaneddin Asgari
2025	J	`jnl`	Attention Overlap Is Responsible for The Entity Missing Problem in Text-to-image Diffusion Models! Trans. Mach. Learn. Res. Arash Mari Oriyad, Mohammadali Banayeeanzade, Reza Abbasi, Mohammad Hossein Rohban, Mahdieh Soleymani Baghshah
2025	J	`jnl`	Bridging Reasoning to Learning: Unmasking Illusions using Complexity Out of Distribution Generalization. CoRR Mohammad Mahdi Samiei Paqaleh, Arash Mari Oriyad, Arman Tahmasebi-Zadeh, Mohamadreza Fereydooni, Mahdi Ghaznavai, Mahdieh Soleymani Baghshah
2025	J	`jnl`	CAREL: Instruction-guided reinforcement learning with cross-modal auxiliary objectives. Trans. Mach. Learn. Res. Armin Saghafian, Amirmohammad Izadi, Negin Hashemi Dijujin, Mahdieh Soleymani Baghshah
2025	J	`jnl`	CARINOX: Inference-time Scaling with Category-Aware Reward-based Initial Noise Optimization and Exploration. CoRR Seyed Amir Kasaei, Ali Aghayari, Arash Mari Oriyad, Niki Sepasian, Shayan Baghayi Nejad, MohammadAmin Fazli, Mahdieh Soleymani Baghshah, Mohammad Hossein Rohban
2025	—	`conf`	CER: Confidence Enhanced Reasoning in LLMs. ACL (1) Ali Razghandi, Seyed Mohammad Hadi Hosseini, Mahdieh Soleymani Baghshah
2025	J	`jnl`	CER: Confidence Enhanced Reasoning in LLMs. CoRR Ali Razghandi, Seyed Mohammad Hadi Hosseini, Mahdieh Soleymani Baghshah
2025	A*	`conf`	CLIP Under the Microscope: A Fine-Grained Analysis of Multi-Object Representation. CVPR Reza Abbasi, Ali Nazari, Aminreza Sefid, Mohammadali Banayeeanzade, Mohammad Hossein Rohban, Mahdieh Soleymani Baghshah
2025	J	`jnl`	CLIP Under the Microscope: A Fine-Grained Analysis of Multi-Object Representation. CoRR Reza Abbasi, Ali Nazari, Aminreza Sefid, Mohammadali Banayeeanzade, Mohammad Hossein Rohban, Mahdieh Soleymani Baghshah
2025	J	`jnl`	Classification of breast cancer histopathology images using a modified supervised contrastive learning method. Medical Biol. Eng. Comput. Matina Mahdizadeh Sani, Ali Royat, Mahdieh Soleymani Baghshah
2025	J	`jnl`	ELAB: Extensive LLM Alignment Benchmark in Persian Language. CoRR Zahra Pourbahman, Fatemeh Rajabi, Mohammadhossein Sadeghi, Omid Ghahroodi, Somaye Bakhshaei, Arash Amini, Reza Kazemi, Mahdieh Soleymani Baghshah
2025	J	`jnl`	Evaluating the Evaluators: Metrics for Compositional Text-to-Image Generation. CoRR Seyed Amir Kasaei, Ali Aghayari, Arash Mari Oriyad, Niki Sepasian, MohammadAmin Fazli, Mahdieh Soleymani Baghshah, Mohammad Hossein Rohban
2025	J	`jnl`	Fine-Grained Alignment and Noise Refinement for Compositional Text-to-Image Generation. CoRR Amirmohammad Izadi, Seyed Mohammad Hadi Hosseini, Soroush Vafaie Tabar, Ali Abdollahi, Armin Saghafian, Mahdieh Soleymani Baghshah
2025	J	`jnl`	Generative AI for Character Animation: A Comprehensive Survey of Techniques, Applications, and Future Directions. CoRR Mohammad Mahdi Abootorabi, Omid Ghahroodi, Pardis Sadat Zahraei, Hossein Behzadasl, Alireza Mirrokni, Mobina Salimipanah, Arash Rasouli, Bahar Behzadipour, Sara Azarnoush, Benyamin Maleki, Erfan Sadraiye, Kiarash Kiani Feriz, Mahdi Teymouri Nahad, Ali Moghadasi, Abolfazl Eshagh Abianeh, Nizi Nazar, Hamid R. Rabiee, Mahdieh Soleymani Baghshah, Meisam Ahmadi, Ehsaneddin Asgari
2025	J	`jnl`	Inductive Biases for Zero-shot Systematic Generalization in Language-informed Reinforcement Learning. CoRR Negin Hashemi Dijujin, Seyed Roozbeh Razavi Rohani, Mohammad Samiei, Mahdieh Soleymani Baghshah
2025	J	`jnl`	Inductive biases for zero-shot systematic generalization in language-informed reinforcement learning. Mach. Learn. Negin Hashemi Dijujin, Seyed Roozbeh Razavi Rohani, Mohammad Mahdi Samiei, Mahdieh Soleymani Baghshah
2025	J	`jnl`	Infinity and Beyond: Compositional Alignment in VAR and Diffusion T2I Models. CoRR Hossein Shahabadi, Niki Sepasian, Arash Mari Oriyad, Ali Sharifi-Zarchi, Mahdieh Soleymani Baghshah
2025	J	`jnl`	LLM-Agent-Controller: A Universal Multi-Agent Large Language Model System as a Control Engineer. CoRR Rasoul Zahedifar, Sayyed Ali Mirghasemi, Mahdieh Soleymani Baghshah, Alireza Taheri
2025	J	`jnl`	LLM-controller: Dynamic robot control adaptation using large language models. Robotics Auton. Syst. Rasoul Zahedifar, Mahdieh Soleymani Baghshah, Alireza Taheri
2025	J	`jnl`	Large Language Models for Scientific Idea Generation: A Creativity-Centered Survey. CoRR Fatemeh Shahhosseini, Arash Mari Oriyad, Ali Momen, Mahdieh Soleymani Baghshah, Mohammad Hossein Rohban, Shaghayegh Haghjooy Javanmard
2025	A*	`conf`	LibraGrad: Balancing Gradient Flow for Universally Better Vision Transformer Attributions. CVPR Faridoun Mehri, Mahdieh Soleymani Baghshah, Mohammad Taher Pilehvar
2025	J	`jnl`	Limits and Gains of Test-Time Scaling in Vision-Language Reasoning. CoRR Mohammadjavad Ahmadpour, Amirmahdi Meighani, Payam Taebi, Omid Ghahroodi, Amirmohammad Izadi, Mahdieh Soleymani Baghshah
2025	J	`jnl`	MEENA (PersianMMMU): Multimodal-Multilingual Educational Exams for N-level Assessment. CoRR Omid Ghahroodi, Arshia Hemmat, Marzia Nouri, Seyed Mohammad Hadi Hosseini, Doratossadat Dastgheib, Mohammad V. Sanian, Alireza Sahebi, Reihaneh Zohrabi, Mohammad Hossein Rohban, Ehsaneddin Asgari, Mahdieh Soleymani Baghshah
2025	J	`jnl`	No Concept Left Behind: Test-Time Optimization for Compositional Text-to-Image Generation. CoRR Mohammad Hossein Sameti, Amir M. Mansourian, Arash Mari Oriyad, Soheil Fadaee Oshyani, Mohammad Hossein Rohban, Mahdieh Soleymani Baghshah
2025	J	`jnl`	Persian Musical Instruments Classification Using Polyphonic Data Augmentation. CoRR Diba Hadi Esfangereh, Mohammad Hossein Sameti, Sepehr Harfi Moridani, Leili Javidpour, Mahdieh Soleymani Baghshah
2025	J	`jnl`	Predicting risk/reward ratio in financial markets for asset management using machine learning. Expert Syst. Appl. Reza Yarbakhsh, Mahdieh Soleymani Baghshah, Hamidreza Karimaghaie
2025	J	`jnl`	RODEO: Robust Outlier Detection via Exposing Adaptive Out-of-Distribution Samples. CoRR Hossein Mirzaei, Mohammad Jafari, Hamid Reza Dehbashi, Ali Ansari, Sepehr Ghobadi, Masoud Hadi, Arshia Soltani Moakhar, Mohammad Azizmalayeri, Mahdieh Soleymani Baghshah, Mohammad Hossein Rohban
2025	J	`jnl`	Self-supervised 3D medical image segmentation by flow-guided mask propagation learning. Medical Image Anal. Adeleh Bitarafan, Mohammad Mozafari, Mohammad Farid Azampour, Mahdieh Soleymani Baghshah, Nassir Navab, Azade Farshad
2025	J	`jnl`	Spurious-Aware Prototype Refinement for Reliable Out-of-Distribution Detection. CoRR Reihaneh Zohrabi, Hosein Hasani, Mahdieh Soleymani Baghshah, Anna Rohrbach, Marcus Rohrbach, Mohammad Hossein Rohban
2025	J	`jnl`	T2I-FineEval: Fine-Grained Compositional Metric for Text-to-Image Evaluation. CoRR Seyed Mohammad Hadi Hosseini, Amirmohammad Izadi, Ali Abdollahi, Armin Saghafian, Mahdieh Soleymani Baghshah
2025	J	`jnl`	Test-Time Confidence-Aware Query Labeling Improves 3D Few-Shot Segmentation. IEEE Access Mohammad Mozafari, Hosein Hasani, Reza Vahidimajd, Mohamadreza Fereydooni, Mahdieh Soleymani Baghshah
2025	J	`jnl`	The Illusion of Procedural Reasoning: Measuring Long-Horizon FSM Execution in LLMs. CoRR Mohammad Mahdi Samiei, Mahdi Mansouri, Mahdieh Soleymani Baghshah
2025	J	`jnl`	The Silent Judge: Unacknowledged Shortcut Bias in LLM-as-a-Judge. CoRR Arash Mari Oriyad, Mohammad Hossein Rohban, Mahdieh Soleymani Baghshah
2025	J	`jnl`	Uncovering Grounding IDs: How External Cues Shape Multi-Modal Binding. CoRR Hosein Hasani, Amirmohammad Izadi, Fatemeh Askari, Mobin Bagherian, Sadegh Mohammadian, Mohammad Izadi, Mahdieh Soleymani Baghshah
2025	J	`jnl`	Understanding Counting Mechanisms in Large Language and Vision-Language Models. CoRR Hosein Hasani, Amirmohammad Izadi, Fatemeh Askari, Mobin Bagherian, Sadegh Mohammadian, Mohammad Izadi, Mahdieh Soleymani Baghshah
2025	J	`jnl`	Unspoken Hints: Accuracy Without Acknowledgement in LLM Reasoning. CoRR Arash Mari Oriyad, Shaygan Adim, Nima Alighardashi, Mahdieh Soleymani Baghshah, Mohammad Hossein Rohban
2025	J	`jnl`	VQEL: Enabling Self-Developed Symbolic Language in Agents through Vector Quantization in Emergent Language Games. CoRR Mohammad Mahdi Samiei Paqaleh, Mahdieh Soleymani Baghshah
2025	J	`jnl`	Visual Structures Helps Visual Reasoning: Addressing the Binding Problem in VLMs. CoRR Amirmohammad Izadi, Mohammadali Banayeeanzade, Fatemeh Askari, Ali Rahimiakbar, Mohammad Mahdi Vahedi, Hosein Hasani, Mahdieh Soleymani Baghshah
2025	J	`jnl`	Why Settle for Mid: A Probabilistic Viewpoint to Spatial Relationship Alignment in Text-to-image Models. CoRR Parham Rezaei, Arash Mari Oriyad, Mahdieh Soleymani Baghshah, Mohammad Hossein Rohban
2025	J	`jnl`	Why Settle for Mid: A Probabilistic Viewpoint to Spatial Relationship Alignment in Text-to-image Models. Trans. Mach. Learn. Res. Parham Rezaei, Arash Mari Oriyad, Mahdieh Soleymani Baghshah, Mohammad Hossein Rohban
2024	J	`jnl`	Attention Overlap Is Responsible for The Entity Missing Problem in Text-to-image Diffusion Models! CoRR Arash Mari Oriyad, Mohammadamin Banayeeanzade, Reza Abbasi, Mohammad Hossein Rohban, Mahdieh Soleymani Baghshah
2024	J	`jnl`	CAREL: Instruction-guided reinforcement learning with cross-modal auxiliary objectives. CoRR Armin Saghafian, Amirmohammad Izadi, Negin Hashemi Dijujin, Mahdieh Soleymani Baghshah
2024	J	`jnl`	Classification of Breast Cancer Histopathology Images using a Modified Supervised Contrastive Learning Method. CoRR Matina Mahdizadeh Sani, Ali Royat, Mahdieh Soleymani Baghshah
2024	J	`jnl`	ComAlign: Compositional Alignment in Vision-Language Models. CoRR Ali Abdollah, Amirmohammad Izadi, Armin Saghafian, Reza Vahidimajd, Mohammad Mozafari, Amirreza Mirzaei, Mohammad Samiei, Mahdieh Soleymani Baghshah
2024	—	`conf`	Deciphering the Role of Representation Disentanglement: Investigating Compositional Generalization in CLIP Models. ECCV (89) Reza Abbasi, Mohammad Hossein Rohban, Mahdieh Soleymani Baghshah
2024	J	`jnl`	Deciphering the Role of Representation Disentanglement: Investigating Compositional Generalization in CLIP Models. CoRR Reza Abbasi, Mohammad Hossein Rohban, Mahdieh Soleymani Baghshah
2024	A*	`conf`	Decompose-and-Compose: A Compositional Approach to Mitigating Spurious Correlation. CVPR Fahimeh Hosseini Noohdani, Parsa Hosseini, Aryan Yazdan Parast, HamidReza Yaghoubi Araghi, Mahdieh Soleymani Baghshah
2024	J	`jnl`	Decompose-and-Compose: A Compositional Approach to Mitigating Spurious Correlation. CoRR Fahimeh Hosseini Noohdani, Parsa Hosseini, Aryan Yazdan Parast, HamidReza Yaghoubi Araghi, Mahdieh Soleymani Baghshah
2024	J	`jnl`	Diffusion Beats Autoregressive: An Evaluation of Compositional Generation in Text-to-Image Models. CoRR Arash Mari Oriyad, Parham Rezaei, Mahdieh Soleymani Baghshah, Mohammad Hossein Rohban
2024	J	`jnl`	Dilated Balanced Cross Entropy Loss for Medical Image Segmentation. CoRR Seyed Mohsen Hosseini, Mahdieh Soleymani Baghshah
2024	A	`conf`	GABInsight: Exploring Gender-Activity Binding Bias in Vision-Language Models. ECAI Ali Abdollahi, Mahdi Ghaznavi, Mohammad Reza Karimi Nejad, Arash Mari Oriyad, Reza Abbasi, Ali Salesi, Melika Behjati, Mohammad Hossein Rohban, Mahdieh Soleymani Baghshah
2024	J	`jnl`	GABInsight: Exploring Gender-Activity Binding Bias in Vision-Language Models. CoRR Ali Abdollahi, Mahdi Ghaznavi, Mohammad Reza Karimi Nejad, Arash Mari Oriyad, Reza Abbasi, Ali Salesi, Melika Behjati, Mohammad Hossein Rohban, Mahdieh Soleymani Baghshah
2024	J	`jnl`	Improving 3D Few-Shot Segmentation with Inference-Time Pseudo-Labeling. CoRR Mohammad Mozafari, Hosein Hasani, Reza Vahidimajd, Mohamadreza Fereydooni, Mahdieh Soleymani Baghshah
2024	J	`jnl`	Khayyam Challenge (PersianMMLU): Is Your LLM Truly Wise to The Persian Language? CoRR Omid Ghahroodi, Marzia Nouri, Mohammad V. Sanian, Alireza Sahebi, Doratossadat Dastgheib, Ehsaneddin Asgari, Mahdieh Soleymani Baghshah, Mohammad Hossein Rohban
2024	J	`jnl`	Language Plays a Pivotal Role in the Object-Attribute Compositional Generalization of CLIP. CoRR Reza Abbasi, Mohammad Samiei, Mohammad Hossein Rohban, Mahdieh Soleymani Baghshah
2024	J	`jnl`	LibraGrad: Balancing Gradient Flow for Universally Better Vision Transformer Attributions. CoRR Faridoun Mehri, Mahdieh Soleymani Baghshah, Mohammad Taher Pilehvar
2024	J	`jnl`	PreND: Enhancing Intrinsic Motivation in Reinforcement Learning through Pre-trained Network Distillation. CoRR Mohammadamin Davoodabadi, Negin Hashemi Dijujin, Mahdieh Soleymani Baghshah
2024	A*	`conf`	RODEO: Robust Outlier Detection via Exposing Adaptive Out-of-Distribution Samples. ICML Hossein Mirzaei, Mohammad Jafari, Hamid Reza Dehbashi, Ali Ansari, Sepehr Ghobadi, Masoud Hadi, Arshia Soltani Moakhar, Mohammad Azizmalayeri, Mahdieh Soleymani Baghshah, Mohammad Hossein Rohban
2024	A*	`conf`	SOInter: A Novel Deep Energy-Based Interpretation Method for Explaining Structured Output Models. ICLR Seyyede Fatemeh Seyyedsalehi, Mahdieh Soleymani Baghshah, Hamid R. Rabiee
2024	—	`conf`	SkipPLUS: Skip the First Few Layers to Better Explain Vision Transformers. CVPR Workshops Faridoun Mehri, Mohsen Fayyaz, Mahdieh Soleymani Baghshah, Mohammad Taher Pilehvar
2024	J	`jnl`	Trained Models Tell Us How to Make Them Robust to Spurious Correlation without Group Annotation. CoRR Mahdi Ghaznavi, Hesam Asadollahzadeh, Fahimeh Hosseini Noohdani, Soroush Vafaie Tabar, Hosein Hasani, Taha Akbari Alvanagh, Mohammad Hossein Rohban, Mahdieh Soleymani Baghshah
2023	J	`jnl`	A Distinct Unsupervised Reference Model From The Environment Helps Continual Learning. CoRR Seyyed AmirHossein Ameli Kalkhoran, Mohammadamin Banayeeanzade, Mohammad Mahdi Samiei, Mahdieh Soleymani Baghshah
2023	J	`jnl`	Annotation-Free Group Robustness via Loss-Based Resampling. CoRR Mahdi Ghaznavi, Hesam Asadollahzadeh, HamidReza Yaghoubi Araghi, Fahimeh Hosseini Noohdani, Mohammad Hossein Rohban, Mahdieh Soleymani Baghshah
2023	J	`jnl`	Semantic Segmentation With Multiple Contradictory Annotations Using a Dynamic Score Function. IEEE Access Pooya Esmaeil Akhoondi, Mahdieh Soleymani Baghshah
2023	—	`conf`	Sina at SemEval-2023 Task 4: A Class-Token Attention-based Model for Human Value Detection. SemEval@ACL Omid Ghahroodi, Mohammad Ali Sadraei Javaheri, Doratossadat Dastgheib, Mahdieh Soleymani Baghshah, Mohammad Hossein Rohban, Hamid R. Rabiee, Ehsaneddin Asgari
2023	—	`conf`	VISA-FSS: A Volume-Informed Self Supervised Approach for Few-Shot 3D Segmentation. MICCAI (2) Mohammad Mozafari, Adeleh Bitarafan, Mohammad Farid Azampour, Azade Farshad, Mahdieh Soleymani Baghshah, Nassir Navab
2022	A	`conf`	BIMRL: Brain Inspired Meta Reinforcement Learning. IROS Seyed Roozbeh Razavi Rohani, Saeed Hedayatian, Mahdieh Soleymani Baghshah
2022	J	`jnl`	BIMRL: Brain Inspired Meta Reinforcement Learning. CoRR Seyed Roozbeh Razavi Rohani, Saeed Hedayatian, Mahdieh Soleymani Baghshah
2022	—	`conf`	CCGG: A Deep Autoregressive Model for Class-Conditional Graph Generation. WWW (Companion Volume) Yassaman Ommi, Matin Yousefabadi, Faezeh Faez, Amirmojtaba Sabour, Mahdieh Soleymani Baghshah, Hamid R. Rabiee
2022	B	`conf`	DMNP: A Deep Learning Approach for Missing Node Prediction in Partially Observed Graphs. ASONAM Faezeh Faez, Ali Akhoondian Amiri, Mahdieh Soleymani Baghshah, Hamid R. Rabiee
2022	J	`jnl`	HEROHE Challenge: Predicting HER2 Status in Breast Cancer from Hematoxylin-Eosin Whole-Slide Imaging. J. Imaging Eduardo Conde-Sousa, João Vale, Ming Feng, Kele Xu, Yin Wang, Vincenzo Della Mea, David La Barbera, Ehsan Montahaei, Mahdieh Soleymani Baghshah, Andreas Turzynski, Jacob Gildenblat, Eldad Klaiman, Yiyu Hong, Guilherme Aresta, Teresa Araújo, Paulo Aguiar, Catarina Eloy, António Polónia
2022	J	`jnl`	RA-GCN: Graph convolutional network for disease prediction problems with imbalanced data. Medical Image Anal. Mahsa Ghorbani, Anees Kazi, Mahdieh Soleymani Baghshah, Hamid R. Rabiee, Nassir Navab
2022	J	`jnl`	SCGG: A Deep Structure-Conditioned Graph Generative Model. CoRR Faezeh Faez, Negin Hashemi Dijujin, Mahdieh Soleymani Baghshah, Hamid R. Rabiee
2022	—	`conf`	Vol2Flow: Segment 3D Volumes Using a Sequence of Registration Flows. MICCAI (4) Adeleh Bitarafan, Mohammad Farid Azampour, Kian Bakhtari, Mahdieh Soleymani Baghshah, Matthias Keicher, Nassir Navab
2021	J	`jnl`	3D Image Segmentation With Sparse Annotation by Self-Training and Internal Registration. IEEE J. Biomed. Health Informatics Adeleh Bitarafan, Mahdi Nikdan, Mahdieh Soleymani Baghshah
2021	J	`jnl`	CCGG: A Deep Autoregressive Model for Class-Conditional Graph Generation. CoRR Matin Yousefabadi, Yassaman Ommi, Faezeh Faez, Amirmojtaba Sabour, Mahdieh Soleymani Baghshah, Hamid R. Rabiee
2021	J	`jnl`	DGSAN: Discrete generative self-adversarial network. Neurocomputing Ehsan Montahaei, Danial Alihosseini, Mahdieh Soleymani Baghshah
2021	J	`jnl`	Deep Graph Generators: A Survey. IEEE Access Faezeh Faez, Yassaman Ommi, Mahdieh Soleymani Baghshah, Hamid R. Rabiee
2021	—	`conf`	GKD: Semi-supervised Graph Knowledge Distillation for Graph-Independent Inference. MICCAI (5) Mahsa Ghorbani, Mojtaba Bahrami, Anees Kazi, Mahdieh Soleymani Baghshah, Hamid R. Rabiee, Nassir Navab
2021	J	`jnl`	GKD: Semi-supervised Graph Knowledge Distillation for Graph-Independent Inference. CoRR Mahsa Ghorbani, Mojtaba Bahrami, Anees Kazi, Mahdieh Soleymani Baghshah, Hamid R. Rabiee, Nassir Navab
2021	J	`jnl`	HEROHE Challenge: assessing HER2 status in breast cancer without immunohistochemistry or in situ hybridization. CoRR Eduardo Conde-Sousa, João Vale, Ming Feng, Kele Xu, Yin Wang, Vincenzo Della Mea, David La Barbera, Ehsan Montahaei, Mahdieh Soleymani Baghshah, Andreas Turzynski, Jacob Gildenblat, Eldad Klaiman, Yiyu Hong, Guilherme Aresta, Teresa Araújo, Paulo Aguiar, Catarina Eloy, António Polónia
2021	J	`jnl`	MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification Challenge. IEEE Trans. Medical Imaging Ruchika Verma, Neeraj Kumar, Abhijeet Patil, Nikhil Cherian Kurian, Swapnil Rane, Simon Graham, Quoc Dang Vu, Mieke Zwager, Shan-E-Ahmed Raza, Nasir M. Rajpoot, Xiyi Wu, Huai Chen, Yijie Huang, Lisheng Wang, Hyun Jung, G. Thomas Brown, Yanling Liu, Shuolin Liu, Seyed Alireza Fatemi Jahromi, Ali Asghar Khani, Ehsan Montahaei, Mahdieh Soleymani Baghshah, Hamid Behroozi, Pavel Semkin, Alexandr Rassadin, Prasad Dutande, Romil Lodaya, Ujjwal Baid, Bhakti Baheti, Sanjay N. Talbar, Amirreza Mahbod, Rupert Ecker, Isabella Ellinger, Zhipeng Luo, Bin Dong, Zhengyu Xu, Yuehan Yao, Shuai Lv, Ming Feng, Kele Xu, Hasib Zunair, Abdessamad Ben Hamza, Steven M. Smiley, Tang-Kai Yin, Qi-Rui Fang, Shikhar Srivastava, Dwarikanath Mahapatra, Lubomira Trnavska, Hanyun Zhang, Priya Lakshmi Narayanan, Justin Law, Yinyin Yuan, Abhiroop Tejomay, Aditya Mitkari, Dinesh Koka, Vikas Ramachandra, Lata Kini, Amit Sethi
2021	J	`jnl`	RA-GCN: Graph Convolutional Network for Disease Prediction Problems with Imbalanced Data. CoRR Mahsa Ghorbani, Anees Kazi, Mahdieh Soleymani Baghshah, Hamid R. Rabiee, Nassir Navab
2021	A*	`conf`	Rate-Distortion Analysis of Minimum Excess Risk in Bayesian Learning. ICML Hassan Hafez-Kolahi, Behrad Moniri, Shohreh Kasaei, Mahdieh Soleymani Baghshah
2021	J	`jnl`	Rate-Distortion Analysis of Minimum Excess Risk in Bayesian Learning. CoRR Hassan Hafez-Kolahi, Behrad Moniri, Shohreh Kasaei, Mahdieh Soleymani Baghshah
2021	J	`jnl`	Semi-Supervised Disentanglement of Class-Related and Class-Independent Factors in VAE. CoRR Sina Hajimiri, Aryo Lotfi, Mahdieh Soleymani Baghshah
2021	J	`jnl`	Transformer-based deep neural network language models for Alzheimer's disease risk assessment from targeted speech. BMC Medical Informatics Decis. Mak. Alireza Roshanzamir, Hamid Aghajan, Mahdieh Soleymani Baghshah
2020	—	`conf`	A Hybrid Deep Model for Automatic Arrhythmia Classification based on LSTM Recurrent Networks. MeMeA Adeleh Bitarafan, Afra Amini, Mahdieh Soleymani Baghshah, Hamidreza Khodajou-Chokami
2020	—	`conf`	Classification of 12-lead ECG Signals With Adversarial Multi-Source Domain Generalization. CinC Hosein Hasani, Adeleh Bitarafan, Mahdieh Soleymani Baghshah
2020	J	`jnl`	Deep Graph Generators: A Survey. CoRR Faezeh Faez, Yassaman Ommi, Mahdieh Soleymani Baghshah, Hamid R. Rabiee
2020	A*	`conf`	Paraphrase Generation by Learning How to Edit from Samples. ACL Amirhossein Kazemnejad, Mohammadreza Salehi, Mahdieh Soleymani Baghshah
2020	—	`conf`	Personalized Computational Human Phantoms via a Hybrid Model-based Deep Learning Method. MeMeA Hamidreza Khodajou-Chokami, Adeleh Bitarafan, Dmitry V. Dylov, Mahdieh Soleymani Baghshah, Seyed Abolfazl Hosseini
2019	J	`jnl`	An Efficient Semi-Supervised Multi-label Classifier Capable of Handling Missing Labels. IEEE Trans. Knowl. Data Eng. Amirhossein Akbarnejad, Mahdieh Soleymani Baghshah
2019	J	`jnl`	DGSAN: Discrete Generative Self-Adversarial Network. CoRR Ehsan Montahaei, Danial Alihosseini, Mahdieh Soleymani Baghshah
2019	J	`jnl`	Jointly Measuring Diversity and Quality in Text Generation Models. CoRR Ehsan Montahaei, Danial Alihosseini, Mahdieh Soleymani Baghshah
2019	B	`conf`	MGCN: semi-supervised classification in multi-layer graphs with graph convolutional networks. ASONAM Mahsa Ghorbani, Mahdieh Soleymani Baghshah, Hamid R. Rabiee
2019	Misc	`conf`	Universal Adversarial Attacks on Text Classifiers. ICASSP Melika Behjati, Seyed-Mohsen Moosavi-Dezfooli, Mahdieh Soleymani Baghshah, Pascal Frossard
2018	J	`jnl`	Adversarial Classifier for Imbalanced Problems. CoRR Ehsan Montahaei, Mahsa Ghorbani, Mahdieh Soleymani Baghshah, Hamid R. Rabiee
2018	J	`jnl`	Multi-layered Graph Embedding with Graph Convolutional Networks. CoRR Mahsa Ghorbani, Mahdieh Soleymani Baghshah, Hamid R. Rabiee
2017	J	`jnl`	A probabilistic multi-label classifier with missing and noisy labels handling capability. Pattern Recognit. Lett. Amirhossein Akbarnejad, Mahdieh Soleymani Baghshah
2017	J	`jnl`	Joint predictive model and representation learning for visual domain adaptation. Eng. Appl. Artif. Intell. Marzieh Gheisari, Mahdieh Soleymani Baghshah
2017	J	`jnl`	Multi-modal deep distance metric learning. Intell. Data Anal. Seyed Mahdi Roostaiyan, Ehsan Imani, Mahdieh Soleymani Baghshah
2016	—	`conf`	Active Distance-Based Clustering Using K-Medoids. PAKDD (1) Amin Aghaee, Mehrdad Ghadiri, Mahdieh Soleymani Baghshah
2016	J	`jnl`	An Efficient Large-scale Semi-supervised Multi-label Classifier Capable of Handling Missing labels. CoRR Amirhossein Akbarnejad, Mahdieh Soleymani Baghshah
2016	J	`jnl`	Incremental Evolving Domain Adaptation. IEEE Trans. Knowl. Data Eng. Adeleh Bitarafan, Mahdieh Soleymani Baghshah, Marzieh Gheisari
2016	A*	`conf`	MDL-CW: A Multimodal Deep Learning Framework with CrossWeights. CVPR Sarah Rastegar, Mahdieh Soleymani Baghshah, Hamid R. Rabiee, Seyed Mohsen Shojaee
2016	J	`jnl`	Selecting Efficient Features via a Hyper-Heuristic Approach. CoRR Mitra Montazeri, Mahdieh Soleymani Baghshah, Aliakbar Niknafs
2016	J	`jnl`	Semi-supervised Zero-Shot Learning by a Clustering-based Approach. CoRR Seyed Mohsen Shojaee, Mahdieh Soleymani Baghshah
2015	J	`jnl`	Active Distance-Based Clustering using K-medoids. CoRR Mehrdad Ghadiri, Amin Aghaee, Mahdieh Soleymani Baghshah
2015	J	`jnl`	Hyper-Heuristic Algorithm for Finding Efficient Features in Diagnose of Lung Cancer Disease. CoRR Mitra Montazeri, Mahdieh Soleymani Baghshah, Ahmad Enhesari
2015	J	`jnl`	Unsupervised domain adaptation via representation learning and adaptive classifier learning. Neurocomputing Marzieh Gheisari, Mahdieh Soleymani Baghshah
2014	—	`conf`	Multi-Modal Distance Metric Learning: ABayesian Non-parametric Approach. ECCV Workshops (3) Behnam Babagholami-Mohamadabadi, Seyed Mahdi Roostaiyan, Ali Zarghami, Mahdieh Soleymani Baghshah
2014	J	`jnl`	Scalable semi-supervised clustering by spectral kernel learning. Pattern Recognit. Lett. Mahdieh Soleymani Baghshah, Fatemeh Afsari, Saeed Bagheri Shouraki, Esfandiar Eslami
2013	—	`conf`	PSSDL: Probabilistic Semi-supervised Dictionary Learning. ECML/PKDD (3) Behnam Babagholami-Mohamadabadi, Ali Zarghami, Mohammadreza Zolfaghari, Mahdieh Soleymani Baghshah
2011	—	`conf`	Cooperating of Local Searches based Hyperheuristic Approach for Solving Traveling Salesman Problem. IJCCI (ECTA-FCTA) Montazeri Mitra, Abbas Bahrololoum, Hossein Nezamabadi-pour, Mahdieh Soleymani Baghshah, Mahdieh Montazeri
2011	J	`jnl`	Learning low-rank kernel matrices for constrained clustering. Neurocomputing Mahdieh Soleymani Baghshah, Saeed Bagheri Shouraki
2010	B	`conf`	Efficient Kernel Learning from Constraints and Unlabeled Data. ICPR Mahdieh Soleymani Baghshah, Saeed Bagheri Shouraki
2010	J	`jnl`	Kernel-based metric learning for semi-supervised clustering. Neurocomputing Mahdieh Soleymani Baghshah, Saeed Bagheri Shouraki
2010	—	`conf`	Low-rank kernel learning for semi-supervised clustering. IEEE ICCI Mahdieh Soleymani Baghshah, Saeed Bagheri Shouraki
2010	J	`jnl`	Non-linear metric learning using pairwise similarity and dissimilarity constraints and the geometrical structure of data. Pattern Recognit. Mahdieh Soleymani Baghshah, Saeed Bagheri Shouraki
2009	J	`jnl`	Metric learning for semi-supervised clustering using pairwise constraints and the geometrical structure of data. Intell. Data Anal. Mahdieh Soleymani Baghshah, Saeed Bagheri Shouraki
2009	A*	`conf`	Semi-Supervised Metric Learning Using Pairwise Constraints. IJCAI Mahdieh Soleymani Baghshah, Saeed Bagheri Shouraki
2008	Misc	`conf`	A Novel Semi-supervised Clustering Algorithm for Finding Clusters of Arbitrary Shapes. CSICC Mahdieh Soleymani Baghshah, Saeed Bagheri Shouraki
2008	C	`conf`	A fuzzy clustering algorithm for finding arbitrary shaped clusters. AICCSA Mahdieh Soleymani Baghshah, Saeed Bagheri Shouraki
2008	C	`conf`	An agent-based clustering algorithm using potential fields. AICCSA Mahdieh Soleymani Baghshah, Saeed Bagheri Shouraki, Caro Lucas
2007	B	`conf`	Evolving fuzzy classifiers using a symbiotic approach. IEEE Congress on Evolutionary Computation Mahdieh Soleymani Baghshah, Saeed Bagheri Shouraki, Ramin Halavati, Caro Lucas