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Publication date Communities Collections Article title Author(s) Journal/Conference
18 Sep 2025 SERC Institute for Infocomm Research The Initialization Effect: Refining Bayesian Optimization for Circuit Design (Pending publish) Anusha James, Zhi Hui Kong, Sezin Kircali Ata, Khin Mi Mi Aung, Kiat Seng Yeo, Chuan Sheng Foo, Ashish James IEEE Transactions on Circuits and Systems for Artificial Intelligence
21 Apr 2025 SERC Institute for Infocomm Research Bayesian Optimization for Chiplet Placement on 2.5D System in Package Platforms: Tackling Rotation and Constraint Challenges (Pending publish) Furen Zhuang, Partha Kundu, Sezin Ata, Yubo Hou, Mihai Rotaru, Rahul Dutta, Ashish James AI4X
3 Mar 2025 SERC Institute for Infocomm Research AI-Powered Revolution Zhi Hui Kong, Anusha James, Sezin Kircali Ata, Khin Mi Mi Aung, Chuan Sheng Foo, Ashish James, Kiat Seng Yeo IEEE Nanotechnology Magazine
27 Dec 2024 SERC Institute for Infocomm Research Towards Safe and Efficient Analog Circuit Design: Active Learning for Feasibility Region Exploration Sezin Kircali Ata, Zhi Hui Kong, Anusha James, Lile Cai, Kiat Seng Yeo, Khin Mi Mi Aung, Chuan Sheng Foo, Ashish James 2024 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS)
6 Dec 2024 SERC Institute for Infocomm Research Accelerating Bonding Overlay Error Optimization in Fine-Pitch Wafer-to-Wafer Hybrid Bonding through Machine Learning Ashish James, Nandini Venkataraman, Ji Hong Miao, Navab Singh, Xiaoli Li 26th IEEE Electronics Packaging Technology Conference (EPTC)
3 Dec 2024 SERC Institute for Infocomm Research Efficient Thermal-Aware Floor-planning with Bayesian Optimization: A Simulation-Efficient Approach Furen Zhuang, Partha Kundu, Sezin Kircali, Yubo Hou, Mihai Rotaru, Rahul Dutta, Ashish James 26th Electronics Packaging Technology Conference (EPTC 2024)
30 Jul 2024 SERC Institute for Infocomm Research Is Complexity Required for Neural Network Pruning? A Case Study on Global Magnitude Pruning Manas Gupta, Efe Camci, Vishandi Rudy Keneta, Abhishek Vaidyanathan, Ritwik Kanodia, Ashish James, Chuan-Sheng Foo, Min Wu, Jie Lin 2024 IEEE Conference on Artificial Intelligence (CAI)
2 Jul 2024 SERC Institute for Infocomm Research The Initialization Factor: Understanding its Impact on Active Learning for Analog Circuit Design Sezin Kircali Ata, Zhi Hui Kong, Anusha James, Lile Cai, Kiat Seng Yeo, Khin Mi Mi Aung, Chuan Sheng Foo, Ashish James 2024 IEEE International Symposium on Circuits and Systems (ISCAS)
11 Nov 2022 SERC Institute for Infocomm Research Bayesian Deep Active Learning for Analog Circuit Performance Classification Lining Zhang, Salahuddin Raju, Ashish James, Rahul Dutta, Gregoire Fournier, Damien Lancry, Kevin Chai Tshun Chuan, Vijay Ramaseshan Chandrasekhar, Chuan Sheng Foo 2022 IEEE International Symposium on Circuits and Systems (ISCAS)
10 Oct 2022 SERC Institute for Infocomm Research Automated Deep Learning Platform for Accelerated Analog Circuit Design Rahul Dutta, Ashish James, Salahuddin Raju, Yong-Joon Jeon, Chuan Sheng Foo, Kevin Tshun Chuan Chai 2022 IEEE 35th International System-on-Chip Conference (SOCC)