Learning to Place Chiplets: A Multi-Objective Reinforcement Learning Approach. - Chang, Richard; Kundu, Partha Pratim; Liu, Jun; Lu, Dingjie; Ata, Sezin Kircali; Hou, Yubo; Wang, Jie; Lim, Gen Liang; Narayanaswamy, Sridhar; Rotaru, Mihai Dragos; Dutta, Rahul; James, Ashish (2026)

TDPNavigator-Placer: Thermal- and Wirelength-Aware Chiplet Placement in 2.5D Systems Through Multi-Agent Reinforcement Learning. - Hou, Yubo; Zhuang, Furen; Kundu, Partha Pratim; Ata, Sezin Kircali; Wang, Jie; Rotaru, Mihai Dragos; Dutta, Rahul; James, Ashish (CoRR, 2026)

Reinforced MLLM: A Survey on RL-Based Reasoning in Multimodal Large Language Models. - Zhou, Guanghao; Qiu, Panjia; Chen, Cen; Wang, Jie; Yang, Zheming; Xu, Jian; Qiu, Minghui (CoRR, 2025)

Exploring Active Learning for Semiconductor Defect Segmentation. - Cai, Lile; Pahwa, Ramanpreet Singh; Xu, Xun; Wang, Jie; Chang, Richard; Zhang, Lining; Foo, Chuan-Sheng (CoRR, 2025)

Robust Detection, Segmentation, and Metrology of High Bandwidth Memory 3D Scans Using an Improved Semi-Supervised Deep Learning Approach. - Wang, Jie; Chang, Richard; Zhao, Ziyuan; Pahwa, Ramanpreet Singh (Sensors, 2023)

On the Use of Component Structural Characteristics for Voxel Segmentation in Semicon 3D Images. - Nwe, Tin Lay; Pahwa, Ramanpreet Singh; Chang, Richard; Min, Oo Zaw; Wang, Jie; Li, Yiqun; Lin, Dongyun; Prasad, Shitala; Dong, Sheng (2022)

Exploring Active Learning for Semiconductor Defect Segmentation. - Cai, Lile; Pahwa, Ramanpreet Singh; Xu, Xun; Wang, Jie; Chang, Richard; Zhang, Lining; Foo, Chuan-Sheng (2022)

A Survey on Object Detection Performance with Different Data Distributions. - Pahwa, Ramanpreet Singh; Chang, Richard; Wang, Jie; Satini, Sankeerthana; Viswanathan, Chandrashekar; Du, Yiming; Jain, Vernica; Chen, Tai Pang; Wan, Kong-Wah (2021)

Machine-learning based methodologies for 3d x-ray measurement, characterization and optimization for buried structures in advanced ic packages. - Pahwa, Ramanpreet Singh; Ho, Soon Wee; Qin, Ren; Chang, Richard; Min, Oo Zaw; Wang, Jie; Rao, Vempati Srinivasa; Nwe, Tin Lay; Yang, Yanjing; Neumann, Jens Timo; Pichumani, Ramani; Gregorich, Thomas (CoRR, 2021)

Gated Residual Recurrent Graph Neural Networks for Traffic Prediction. - Chen, Cen; Li, Kenli; Teo, Sin G.; Zou, Xiaofeng; Wang, Kang; Wang, Jie; Zeng, Zeng (2019)

Semi-Supervised Self-Taught Deep Learning for Finger Bones Segmentation. - Zhao, Ziyuan; Zhang, Xiaoman; Chen, Cen; Li, Wei; Peng, Songyou; Wang, Jie; Yang, Xulei; Zhang, Le; Zeng, Zeng (2019)

Semi-Supervised Self-Taught Deep Learning for Finger Bones Segmentation. - Zhao, Ziyuan; Zhang, Xiaoman; Chen, Cen; Li, Wei; Peng, Songyou; Wang, Jie; Yang, Xulei; Zhang, Le; Zeng, Zeng (CoRR, 2019)

Cribriform pattern detection in prostate histopathological images using deep learning models. - Singh, Malay; Kalaw, Emarene Mationg; Wang, Jie; Al-Shabi, Mundher; Wong, Chin Fong; Giron, Danilo Medina; Chong, Kian-Tai; Tan, Maxine; Zeng, Zeng; Lee, Hwee Kuan (CoRR, 2019)

CardioXNet: Automated Detection for Cardiomegaly Based on Deep Learning. - Que, Qiwen; Tang, Ze; Wang, Ruoshi; Zeng, Zeng; Wang, Jie; Chua, Matthew; Teo, Sin Gee; Yang, Xulei; Veeravalli, Bharadwaj (2018)

Automated Classification Using End-to-End Deep Learning. - Jaipurkar, Shobhit Sandeep; Wang, Jie; Zeng, Zeng; Teo, Sin Gee; Veeravalli, Bharadwaj; Chua, Matthew (2018)