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Mahashweta Das

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

33

Venues

14

Active years

2009–2026

Best venue rank

A*

Where they publish

Papers

33 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLFeedback to Reasoning: LLM-Assisted Molecular Optimization with Domain Feedback and Historical Reasoning.Wenhan Gao, Xiran Fan, Chin-Chia Michael Yeh, Jiarui Sun, Yuzhong Chen, Menghai Pan, Mahashweta Das, Yi Liu
2026ACLSARA: Selective and Adaptive Retrieval-augmented Generation with Context Compression.Yiqiao Jin, Kartik Sharma, Vineeth Rakesh, Yingtong Dou, Menghai Pan, Mahashweta Das, Srijan Kumar
2026ACLDemystify the Role of Memory in Machine Learning Engineering Agents.Xinyu Zhao, Junpeng Wang, Yuzhong Chen, Menghai Pan, Chin-Chia Michael Yeh, Jiarui Sun, Yan Zheng, Mahashweta Das, Tianlong Chen
2026KDDTREASURE: A Transformer-Based Foundation Model for High-Volume Transaction Understanding.Chin-Chia Michael Yeh, Uday Singh Saini, Xin Dai, Xiran Fan, Shubham Jain, Yujie Fan, Jiarui Sun, Junpeng Wang, Menghai Pan, Yingtong Dou, Yuzhong Chen, Vineeth Rakesh, Liang Wang, Yan Zheng, Mahashweta Das
2025ACLMAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation.Chia-Yuan Chang, Zhimeng Jiang, Vineeth Rakesh, Menghai Pan, Chin-Chia Michael Yeh, Guanchu Wang, Mingzhi Hu, Zhichao Xu, Yan Zheng, Mahashweta Das, Na Zou
2025CIKMFine-Grained Graph Rationalization.Zhe Xu, Menghai Pan, Yuzhong Chen, Huiyuan Chen, Yuchen Yan, Mahashweta Das, Hanghang Tong
2025KDD8th Workshop on Machine Learning in Finance.Saurabh Nagrecha, Isha Chaturvedi, Senthil Kumar, Nitesh V. Chawla, Mahashweta Das, Daksha Yadav, Jos A. Rodrguez-Serrano, Eren Kurshan
2025PacificVisVisual Attention Exploration in Vision-Based Mamba Models.Junpeng Wang, Chin-Chia Michael Yeh, Uday Singh Saini, Mahashweta Das
2024ACLEnhancing Hyperbolic Knowledge Graph Embeddings via Lorentz Transformations.Xiran Fan, Minghua Xu, Huiyuan Chen, Yuzhong Chen, Mahashweta Das, Hao Yang
2024CIKMGraph Anomaly Detection with Adaptive Node Mixup.Qinghai Zhou, Yuzhong Chen, Zhe Xu, Yuhang Wu, Menghai Pan, Mahashweta Das, Hao Yang, Hanghang Tong
2024ICMLTabLog: Test-Time Adaptation for Tabular Data Using Logic Rules.Weijieying Ren, Xiaoting Li, Huiyuan Chen, Vineeth Rakesh, Zhuoyi Wang, Mahashweta Das, Vasant G. Honavar
2024KDDMachine Learning in Finance.Leman Akoglu, Nitesh V. Chawla, Josep Domingo-Ferrer, Eren Kurshan, Senthil Kumar, Vidyut M. Naware, Jos A. Rodrguez-Serrano, Isha Chaturvedi, Saurabh Nagrecha, Mahashweta Das, Tanveer A. Faruquie
2024PAKDDRethinking Personalized Federated Learning with Clustering-Based Dynamic Graph Propagation.Jiaqi Wang, Yuzhong Chen, Yuhang Wu, Mahashweta Das, Hao Yang, Fenglong Ma
2024WWWPaCEr: Network Embedding From Positional to Structural.Yuchen Yan, Yongyi Hu, Qinghai Zhou, Lihui Liu, Zhichen Zeng, Yuzhong Chen, Menghai Pan, Huiyuan Chen, Mahashweta Das, Hanghang Tong
2024WSDMTowards Mitigating Dimensional Collapse of Representations in Collaborative Filtering.Huiyuan Chen, Vivian Lai, Hongye Jin, Zhimeng Jiang, Mahashweta Das, Xia Hu
2023CIKMTackling Diverse Minorities in Imbalanced Classification.Kwei-Herng Lai, Daochen Zha, Huiyuan Chen, Mangesh Bendre, Yuzhong Chen, Mahashweta Das, Hao Yang, Xia Hu
2023KDDKDD Workshop on Machine Learning in Finance.Leman Akoglu, Nitesh V. Chawla, Senthil Kumar, Saurabh Nagrecha, Mahashweta Das, Vidyut M. Naware, Tanveer A. Faruquie
2023KDDKernel Ridge Regression-Based Graph Dataset Distillation.Zhe Xu, Yuzhong Chen, Menghai Pan, Huiyuan Chen, Mahashweta Das, Hao Yang, Hanghang Tong
2023RecSysAdversarial Collaborative Filtering for Free.Huiyuan Chen, Xiaoting Li, Vivian Lai, Chin-Chia Michael Yeh, Yujie Fan, Yan Zheng, Mahashweta Das, Hao Yang
2023WWWKnowledge Graph Question Answering with Ambiguous Query.Lihui Liu, Yuzhong Chen, Mahashweta Das, Hao Yang, Hanghang Tong
2023SIGIRSharpness-Aware Graph Collaborative Filtering.Huiyuan Chen, Chin-Chia Michael Yeh, Yujie Fan, Yan Zheng, Junpeng Wang, Vivian Lai, Mahashweta Das, Hao Yang
2022ICMLAFew-Shot Link Prediction with Domain-Agnostic Graph Embedding.Hao Zhu, Mahashweta Das, Mangesh Bendre, Fei Wang, Hao Yang, Soha Hassoun
2022PAKDDMulti-task Knowledge Graph Representations via Residual Functions.Adit Krishnan, Mahashweta Das, Mangesh Bendre, Fei Wang, Hao Yang, Hari Sundaram
2021ICDMConstrained Non-Affine Alignment of Embeddings.Yuwei Wang, Yan Zheng, Yanqing Peng, Chin-Chia Michael Yeh, Zhongfang Zhuang, Mahashweta Das, Mangesh Bendre, Feifei Li, Wei Zhang, Jeff M. Phillips
2021WSDMGPR: Global Personalized Restaurant Recommender System Leveraging Billions of Financial Transactions.Mangesh Bendre, Mahashweta Das, Fei Wang, Hao Yang
2020SIGIRTransfer Learning via Contextual Invariants for One-to-Many Cross-Domain Recommendation.Adit Krishnan, Mahashweta Das, Mangesh Bendre, Hao Yang, Hari Sundaram
2015SIGMODThe TagAdvisor: Luring the Lurkers to Review Web Items.Azade Nazi, Mahashweta Das, Gautam Das
2013CIKMGenerating informative snippet to maximize item visibility.Mahashweta Das, Habibur Rahman, Gautam Das, Vagelis Hristidis
2013KDDLearning to question: leveraging user preferences for shopping advice.Mahashweta Das, Gianmarco De Francisci Morales, Aristides Gionis, Ingmar Weber
2013SIGMODExploratory mining of collaborative social content.Mahashweta Das
2011KDDLeveraging collaborative tagging for web item design.Mahashweta Das, Gautam Das, Vagelis Hristidis
2011SDMFast Rule Mining Over Multi-Dimensional Windows.Mahashweta Das, Deepak Padmanabhan, Prasad Deshpande, Ramakrishnan Kannan
2009KDDAnomaly detection and spatio-temporal analysis of global climate system.Mahashweta Das, Srinivasan Parthasarathy