Publications

Peer-reviewed Publications

• Triparts: Scalable Streaming Graph Partitioning to Enhance Community Structure.
  Ruchi Bhoot, Tuhin Khare, Manoj Agarwal, Siddharth D Jaiswal, Yogesh Simmhan
  VLDB 2025 [Proceeding] [Preprint]
• Exploring Disparity-Accuracy Trade-offs in Face Recognition Systems: The Role of Datasets, Architectures, and Loss Functions.
  Siddharth D Jaiswal, Sagnik Basu, Sandipan Sikdar, Animesh Mukherjee
  AAAI ICWSM 2025 [Proceeding] [Preprint]
• Audit & Mitigation of Gender Biases in Human-AI Platforms.
  Siddharth D Jaiswal
  ICPR 2024 Doctoral Consortium [Outstanding Poster] 🏆 [Accepted Abstract]
• DENOASR: Debiasing ASRs through Selective Denoising.
  Anand Kumar Rai, Siddharth D Jaiswal, Shubham Prakash, Bendi Pragnya Sree, Animesh Mukherjee
  IEEE ICKG 2024 [Proceeding] [Preprint]
• Breaking the Global North Stereotype: A Global South-centric Benchmark Dataset for Auditing and Mitigating Biases in Facial Recognition Systems.
  Siddharth D Jaiswal, Animesh Ganai, Abhisek Dash, Saptarshi Ghosh, Animesh Mukherjee
  AAAI/ACM AIES 2024 [Proceeding] [Preprint]
• Uncovering Gender Biases in Human-AI Platforms.
  Siddharth D Jaiswal
  AAAI/ACM AIES 2024 Student Program [Proceeding]
• A Deep Dive into the Disparity of Word Error Rates Across Thousands of NPTEL MOOC Videos.
  Anand Kumar Rai, Siddharth D Jaiswal, Animesh Mukherjee
  AAAI ICWSM 2024 [Proceeding] [Preprint]
• Auditing Gender Analyzers on Text Data.
  Siddharth D Jaiswal, Ankit Kumar Verma, Animesh Mukherjee
  ASONAM 2023 [Proceeding] [Preprint] [Slides]
• Uncovering Biases in Face Recognition Systems.
  Siddharth D Jaiswal
  ECAI 2023 Doctoral Consortium [Accepted Abstract]
• A History of Diversity in The Web (Conference).
  Siddharth D Jaiswal and Animesh Mukherjee
  ACM Web Conference 2023 History of the Web [Proceeding] [Video Demo]
• Platform Governance: Past, Present and Future.
  Mithun Das, Abhisek Dash, Siddharth D Jaiswal, Binny Mathew, Punyajoy Saha, Animesh Mukerjee
  ACM GetMobile: Mobile Computing and Communications, Volume 26 Issue 1 [Article]
• Marching with the Pink Parade: Evaluating Visual Search Recommendations for Non-binary Clothing Items.
  Siddharth D Jaiswal and Animesh Mukherjee
  ACM CHI 2022 Case Studies [Proceeding] [Preprint] [Slides] [Video Presentation] [Video Demo]
• Two-Face: Adversarial Audit of Commercial Face Recognition Systems.
  Siddharth D Jaiswal, Karthikeya Duggirala, Abhisek Dash, Animesh Mukherjee
  AAAI ICWSM 2022 [Proceeding] [Preprint] [Media Coverage]
• Streaming Partitioning and Distributed Analytics on Large Graphs.
  M.Tech (Research) Thesis IISc [PDF]
• A Partition-centric Distributed Algorithm for Identifying Euler Circuits in Large Graphs.
  Siddharth D Jaiswal and Yogesh Simmhan
  IEEE HPBDC 2019 (in conjunction with IPDPS 2019) [Proceeding]

Preprints

• “Haet Bhasha aur Diskrimineshun”: Phonetic Perturbations in Code-Mixed Hinglish to Red-Team LLMs
  Darpan Aswal, Siddharth D Jaiswal
  [Arxiv]
• “Auditing the Grid-Based Placement of Private Label Products on E-commerce Search Result Pages
  Siddharth D Jaiswal, Abhisek Dash, Nitika Shroff, Yashwanth Babu Vunnam, Saptarshi Ghosh, Animesh Mukherjee
  [Arxiv]
• Mask-up: Investigating Biases in Face Re-identification for Masked Faces
  Siddharth D Jaiswal, Ankit Kr. Verma, Animesh Mukherjee
  [Arxiv]