2 Sep 2024
|
SERC
|
Institute for Infocomm Research
|
CLigOpt: controllable ligand design through target-specific optimization (Pending publish)
|
Yutong Li,
Pedro Henrique da Costa Avelar,
Xinyue Chen,
Li Zhang,
Min Wu,
Sophia Tsoka
|
Bioinformatics
|
2 Sep 2024
|
SERC
|
Institute for Infocomm Research
|
MolMVC: Enhancing molecular representations for drug-related tasks through multi-view contrastive learning (Pending publish)
|
Zhijian Huang,
Ziyu Fan,
Siyuan Shen,
Min Wu,
Lei Deng
|
Bioinformatics
|
30 Jul 2024
|
SERC
|
Institute for Infocomm Research
|
Is Complexity Required for Neural Network Pruning? A Case Study on Global Magnitude Pruning (Pending publish)
|
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)
|
14 Jun 2024
|
SERC
|
Institute for Infocomm Research
|
From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks
|
Xue Geng,
Zhe Wang,
Chunyun Chen,
Qing Xu,
Kaixin Xu,
Chao Jin,
Manas Gupta,
Xulei Yang,
Zhenghua Chen,
Mohamed M. Sabry Aly,
Jie Lin,
Min Wu,
Xiaoli Li
|
IEEE Transactions on Neural Networks and Learning Systems
|
7 May 2024
|
SERC
|
Institute for Infocomm Research
|
Reinforced Reweighting for Self-supervised Partial Domain Adaptation
|
Keyu Wu,
Shengkai Chen,
Min Wu,
Shili Xiang,
Ruibing Jin,
Yuecong Xu,
Xiaoli Li,
Zhenghua Chen
|
IEEE Transactions on Artificial Intelligence
|
2 May 2024
|
SERC
|
Institute for Infocomm Research
|
TSLANet: Rethinking Transformers for Time Series Representation Learning (Pending publish)
|
Emadeldeen Eldele,
Mohamed Ragab,
Zhenghua Chen,
Min Wu,
Xiaoli Li
|
41st International Conference on Machine Learning
|
12 Apr 2024
|
SERC
|
Institute for Infocomm Research
|
Optimized demodulation of highly overlapped fiber Bragg grating sensor networks using two-stage deep learning approach
|
Pan Liu,
Zhaowen Xu,
Yixin Wang,
Lianlian Jiang,
Min Wu
|
Optical Engineering
|
10 Apr 2024
|
SERC
|
Institute for Infocomm Research
|
Learning Local and Global Temporal Contexts for Video Semantic Segmentation
|
Guolei Sun,
Yun Liu,
Henghui Ding,
Min Wu,
Luc Van Gool
|
IEEE Transactions on Pattern Analysis and Machine Intelligence
|
25 Mar 2024
|
SERC
|
Institute for Infocomm Research
|
Graph-Aware Contrasting for Multivariate Time-Series Classification
|
Yucheng Wang,
Yuecong Xu,
Jianfei Yang,
Min Wu,
Xiaoli Li,
Lihua Xie,
Zhenghua Chen
|
Proceedings of the AAAI Conference on Artificial Intelligence
|
25 Mar 2024
|
SERC
|
Institute for Infocomm Research
|
Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data
|
Yucheng Wang,
Yuecong Xu,
Jianfei Yang,
Min Wu,
Xiaoli Li,
Lihua Xie,
Zhenghua Chen
|
Proceedings of the AAAI Conference on Artificial Intelligence
|