OmniMech: All-in-one Multimodal Mechanical Benchmark for 3D Reconstruction
Taiting Lu*, Runze Liu*, Ziwei Dong, Sisong Bei, Jingying Zeng, Mingjia Wang, Zhenghao Li, Kaiyuan Lin, Yi-Shan Wu, Yangshoudu Zheng, Hongxing Pan, Kai Zhang, Guoliang Shi, Ling Ma, Yifan Yang, Jiaying Lu, Qi He, Sung-Liang Chen, Yi-Chao Chen, Yincheng Jin, Mahanth Gowda.
arXiv, 2026
OmniRouting: A Semantic-Coupled Multimodal Benchmark for Constraint-Aware Spatial Reasoning in PCB Routing
Taiting Lu*, Kaiyuan Lin*, Ziwei Dong, Sisong Bei, Haolin Ye, Yuxin Tian, Runze Liu, Mingjia Wang, Jingying Zeng, Hongxing Pan, Kai Zhang, Haoyu Wang, Guoliang Shi, Ling Ma, Yifan Yang, Jiaying Lu, Qi He, Yi-Chao Chen, Sung-Liang Chen, Yincheng Jin, Mahanth Gowda.
arXiv, 2026
OmniCAD: A Large-Scale Benchmark for 3D Spatial Reasoning in Robotics Assemblies
Mingjia Wang*, Taiting Lu*, Ziwei Dong, Sisong Bei, Jingying Zeng, Runze Liu, Kaiyuan Lin, Hongxing Pan, Kai Zhang, Yizheng Hou, Yangshoudu Zheng, Chenchen Guo, Weiyuan Meng, Shubin Lyu, Zhijun Zheng, Dexu Wang, Xinyu Bai, Shurui Qian, Zhangzixin, Mengyu Pan, Guoliang Shi, Ling Ma, Yifan Yang, Qi He, Yi-Chao Chen, Yincheng Jin, Sung-Liang Chen, Mahanth Gowda.
arXiv, 2026
OmniLayout: A Schematic-Coupled Multimodal Benchmark for Constraint-Aware Geometric Reasoning in PCB Layout
Taiting Lu, Kaiyuan Lin, Mingjia Wang, Haolin Ye, Runze Liu, Yuxin Tian, Vahe Melkonyan, Haoyu Wang, Muchuan Wang, Chufan Hong, Yifan Yang, Sung-Liang Chen, Yi-Chao Chen, Yincheng Jin, Mahanth Gowda.
EMNLP Findings, 2026
iRing: Rich Interaction on Smart Ring with Multi-point Capacitive Touch Screen
Runze Liu*, Taiting Lu*, Zhenghao Li, Yixi Wang, Shengming Yuan, Mahanth Gowda.
ACM UIST, 2026
LMM4-IC4K: A Large Language Model Powered Integrated Circuit Footprint Geometry Understanding
Taiting Lu*, Yida Wang*, Runze Liu, Lanqing Yang, Zhe Chen, Yuehai Wang, Yixin Liu, Kaiyuan Lin, Xiaomeng Chen, Dian Ding, Yijie Li, Yifan Yang, Yi-Chao Chen, Yincheng Jin, Mahanth Gowda.
ICML, 2026
AquaTag: An Open-Source Wearable Platform Enabling Flexible Sensor Placement for Aquatic Sensing
Zhenghao Li, Runze Liu, Taiting Lu, Kaiyuan Lin, Yuxin Tian, Yijie Li, Hsueh-Hung Cheng, Akshit Kartik, Yincheng Jin, Mahanth Gowda.
ACM IMWUT / UbiComp, 2026
FuSenseRing: An Open-Source Platform for Robust Cuffless Blood Pressure Monitoring via Multimodal Sensor Fusion and Temperature-Adaptive Attention
Zhenghao Li, Taiting Lu, Runze Liu, Shengming Yuan, Jigar Gosalia, Christine Bowlus, David N. Proctor, James A. Pawelczyk, Yincheng Jin, Mahanth Gowda.
ACM IMWUT / UbiComp, 2025
Demonstration of VisRing: A Display-Extended Smartring for Nano Visualizations
Runze Liu, Christian Krauter, Taiting Lu, Mara Schulte, Alexander Achberger, Tanja Blascheck, Michael Sedlmair, Mahanth Gowda.
ACM UIST Adjunct, 2025
VisRing: A Display-Extended Smartring for Nano Visualizations
Taiting Lu, Christian Krauter, Runze Liu, Mara Schulte, Alexander Achberger, Tanja Blascheck, Michael Sedlmair, Mahanth Gowda.
ACM UIST, 2025
SmartDampener: An Open Source Platform for Sport Analytics in Tennis
Runze Liu, Taiting Lu, Shengming Yuan, Hao Zhou, Mahanth Gowda.
ACM IMWUT / UbiComp, 2024
One Ring to Rule Them All: An Open Source Smartring Platform for Finger Motion Analytics and Healthcare Applications
Hao Zhou, Taiting Lu, Yilin Liu, Shijia Zhang, Runze Liu, Mahanth Gowda.
ACM/IEEE IoTDI, 2023
I am an Earphone and I can Hear my Users Face: Facial Landmark Tracking using Smart Earphones
Shijia Zhang, Taiting Lu, Hao Zhou, Yilin Liu, Runze Liu, Mahanth Gowda.
ACM Transactions on Internet of Things, 2023