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Publication date Communities Collections Article title Author(s) Journal/Conference
23 Aug 2024 SERC Institute of High Performance Computing  A surrogate-assisted extended generative adversarial network for parameter optimization in free-form metasurface design Manna Dai, Yang Jiang, Feng Yang, Joyjit Chattoraj, Yingzhi Xia, Xinxing Xu, Weijiang Zhao, My Ha Dao, Yong Liu Neural Networks
18 Jun 2024 SERC Institute of Materials Research and Engineering Thermodynamics‐Guided High‐Throughput Discovery of Eutectic High‐Entropy Alloys for Rapid Solidification Liuliu Han, Zhongji Sun, Wenzhen Xia, Shao‐Pu Tsai, Xukai Zhang, Jing Rao, Pei Wang, Andrew Chun Yong Ngo, Zhiming Li, Yong Liu, Dierk Raabe Advanced Science
11 Mar 2024 SERC Singapore Institute of Manufacturing Technology Tailoring short-range order and dislocation evolution in Cr–Co–Ni medium-entropy alloys: A molecular dynamics study Asker Jarlöv, Weiming Ji, Rita Babicheva, Yujia Tian, Zhiheng Hu, Hang Li Seet, Liming Tan, Feng Liu, Yong Liu, Mui Ling Sharon Nai, Upadrasta Ramamurty, Kun Zhou Materials & Design
24 Oct 2023 SERC Institute of High Performance Computing  Uncertainty-inspired open set learning for retinal anomaly identification Meng Wang, Tian Lin, Lianyu Wang, Aidi Lin, Ke Zou, Xinxing Xu, Yi Zhou, Yuanyuan Peng, Qingquan Meng, Yiming Qian, Guoyao Deng, Zhiqun Wu, Junhong Chen, Jianhong Lin, Mingzhi Zhang, Weifang Zhu, Changqing Zhang, Daoqiang Zhang, Rick Siow Mong Goh, Yong Liu, Chi Pui Pang, Xinjian Chen, Haoyu Chen, Huazhu Fu Nature Communications
30 Sep 2023 SERC Institute of High Performance Computing  Minimal-Supervised Medical Image Segmentation via Vector Quantization Memory Yanyu Xu, Menghan Zhou, Yangqin Feng, Xinxing Xu, Huazhu Fu, Rick Siow Mong Goh, Yong Liu Lecture Notes in Computer Science
30 Sep 2023 SERC Institute of High Performance Computing  Category-Independent Visual Explanation for Medical Deep Network Understanding Yiming Qian, Liangzhi Li, Huazhu Fu, Meng Wang, Qingsheng Peng, Yih Chung Tham, Chingyu Cheng, Yong Liu, Rick Siow Mong Goh, Xinxing Xu Lecture Notes in Computer Science
17 Jul 2023 SERC Institute of High Performance Computing  Federated benchmarking of medical artificial intelligence with MedPerf Alexandros Karargyris, Renato Umeton, Micah J. Sheller, Alejandro Aristizabal, Johnu George, Anna Wuest, Sarthak Pati, Hasan Kassem, Maximilian Zenk, Ujjwal Baid, Prakash Narayana Moorthy, Alexander Chowdhury, Junyi Guo, Sahil Nalawade, Jacob Rosenthal, David Kanter, Maria Xenochristou, Daniel J. Beutel, Verena Chung, Timothy Bergquist, James Eddy, Abubakar Abid, Lewis Tunstall, Omar Sanseviero, Dimitrios Dimitriadis, Yiming Qian, Xinxing Xu, Yong Liu, Rick Siow Mong Goh, Srini Bala, Victor Bittorf, Sreekar Reddy Puchala, Biagio Ricciuti, Soujanya Samineni, Eshna Sengupta, Akshay Chaudhari, Cody Coleman, Bala Desinghu, Gregory Diamos, Debo Dutta, Diane Feddema, Grigori Fursin, Xinyuan Huang, Satyananda Kashyap, Nicholas Lane, Indranil Mallick, Pietro Mascagni, Virendra Mehta, Cassiano Ferro Moraes, Vivek Natarajan, Nikola Nikolov, Nicolas Padoy, Gennady Pekhimenko, Vijay Janapa Reddi, G. Anthony Reina, Pablo Ribalta, Abhishek Singh, Jayaraman J. Thiagarajan, Jacob Albrecht, Thomas Wolf, Geralyn Miller, Huazhu Fu, Prashant Shah, Daguang Xu, Poonam Yadav, David Talby, Mark M. Awad, Jeremy P. Howard, Michael Rosenthal, Luigi Marchionni, Massimo Loda, Jason M. Johnson, Spyridon Bakas, Peter Mattson Nature Machine Intelligence
24 May 2023 SERC Institute for Infocomm Research KR4SL: knowledge graph reasoning for explainable prediction of synthetic lethality Ke Zhang, Min Wu, Yong Liu, Yimiao Feng, Jie Zheng Bioinformatics
24 Sep 2022 SERC Institute of High Performance Computing  SLMGAN: Single-layer metasurface design with symmetrical free-form patterns using generative adversarial networks Manna Dai, Yang Jiang, Feng Yang, Xinxing Xu, Weijiang Zhao, My Ha Dao, Yong Liu Applied Soft Computing
14 Sep 2022 SERC Institute of High Performance Computing  Localizing Anatomical Landmarks in Ocular Images Using Zoom-In Attentive Networks Xiaofeng Lei, Shaohua Li, Xinxing Xu, Huazhu Fu, Yong Liu, Yih-Chung Tham, Yangqin Feng, Mingrui Tan, Yanyu Xu, Jocelyn Hui Lin Goh, Rick Siow Mong Goh, Ching-Yu Cheng Ophthalmic Medical Image Analysis (Lecture Notes in Computer Science)