Songtao Liu

According to our database, Songtao Liu authored at least 72 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

8-λ × 50 Gbps/λ Heterogeneously Integrated Si-Ph DWDM Transmitter.

Cooper S. Levy, Zhe Xuan, Jahnavi Sharma, Duanni Huang, Ranjeet Kumar, Chaoxuan Ma, Guan-Lin Su, Songtao Liu, Jinyong Kim, Xinru Wu, Tolga Acikalin, Haisheng Rong, Ganesh Balamurugan, James E. Jaussi

IEEE J. Solid State Circuits, March, 2024

Latent regression based model predictive control for tissue triangulation.

Songtao Liu, Jacinto E. Colan Zaita, Yaonan Zhu, Taisuke Kobayashi, Kazunari Misawa, Masaru Takeuchi, Yasuhisa Hasegawa

Adv. Robotics, March, 2024

AoI-Driven Power Allocation and Batch Sampling Control for V2V Status Update Communications.

Chongtao Guo, Songtao Liu, Bin Liao, Zhigang Wang, Le Liang

IEEE Trans. Ind. Informatics, January, 2024

Identifying Video Resolution from Encrypted QUIC Streams in Segment-combined Transmission Scenarios.

Yuanjie Zhao, Hua Wu, Liujinhan Chen, Songtao Liu, Guang Cheng, Xiaoyan Hu

Proceedings of the 34th edition of the Workshop on Network and Operating System Support for Digital Audio and Video, 2024

2023

Semi-supervised non-negative matrix tri-factorization with adaptive neighbors and block-diagonal learning.

Songtao Liu, Weigang Li, Hao Lu, Yang Li

Eng. Appl. Artif. Intell., May, 2023

Align-DETR: Improving DETR with Simple IoU-aware BCE loss.

Zhi Cai, Songtao Liu, Guodong Wang, Zheng Ge, Xiangyu Zhang, Di Huang

CoRR, 2023

A 256 Gbps Heterogeneously Integrated Silicon Photonic Microring-based DWDM Receiver Suitable for In-Package Optical I/O.

Zhe Xuan, Ganesh Balamurugan, Duanni Huang, Ranjeet Kumar, Jahnavi Sharma, Cooper Levy, Jinyong Kim, Chaoxuan Ma, Guan-Lin Su, Songtao Liu, Xinru Wu, Tolga Acikalin, Haisheng Rong, James E. Jaussi

Proceedings of the 2023 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits), 2023

integrated dual-polarization silicon photonic transceiver with automated polarization control.

Xinru Wu, Duanni Huang, Taehwan Kim, Ranjeet Kumar, Guan-Lin Su, Chaoxuan Ma, Songtao Liu, Ganesh Balamurugan, Haisheng Rong

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

FusionRetro: Molecule Representation Fusion via In-Context Learning for Retrosynthetic Planning.

Songtao Liu, Zhengkai Tu, Minkai Xu, Zuobai Zhang, Lu Lin, Rex Ying, Jian Tang, Peilin Zhao, Dinghao Wu

Proceedings of the International Conference on Machine Learning, 2023

DBQ-SSD: Dynamic Ball Query for Efficient 3D Object Detection.

Jinrong Yang, Lin Song, Songtao Liu, Weixin Mao, Zeming Li, Xiaoping Li, Hongbin Sun, Jian Sun, Nanning Zheng

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Ideology Takes Multiple Looks: A High-Quality Dataset for Multifaceted Ideology Detection.

Songtao Liu, Ziling Luo, Minghua Xu, Lixiao Wei, Ziyao Wei, Han Yu, Wei Xiang, Bang Wang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

A 3D-integrated 8λ × 32 Gbps λ Silicon Photonic Microring-based DWDM Transmitter.

Cooper Levy, Zhe Xuan, Duanni Huang, Ranjeet Kumar, Jahnavi Sharma, Taehwan Kim, Chaoxuan Ma, Guan-Lin Su, Songtao Liu, Jinyong Kim, Xinru Wu, Ganesh Balamurugan, Haisheng Rong, James E. Jaussi

Proceedings of the IEEE Custom Integrated Circuits Conference, 2023

Generalizing Multiple Object Tracking to Unseen Domains by Introducing Natural Language Representation.

En Yu, Songtao Liu, Zhuoling Li, Jinrong Yang, Zeming Li, Shoudong Han, Wenbing Tao

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Metro: Memory-Enhanced Transformer for Retrosynthetic Planning via Reaction Tree.

Songtao Liu, Rex Ying, Zuobai Zhang, Peilin Zhao, Jian Tang, Lu Lin, Dinghao Wu

CoRR, 2022

How Powerful is Implicit Denoising in Graph Neural Networks.

Songtao Liu, Rex Ying, Hanze Dong, Lu Lin, Jinghui Chen, Dinghao Wu

CoRR, 2022

DBQ-SSD: Dynamic Ball Query for Efficient 3D Object Detection.

Jinrong Yang, Lin Song, Songtao Liu, Zeming Li, Xiaoping Li, Hongbin Sun, Jian Sun, Nanning Zheng

CoRR, 2022

StreamYOLO: Real-time Object Detection for Streaming Perception.

Jinrong Yang, Songtao Liu, Zeming Li, Xiaoping Li, Jian Sun

CoRR, 2022

Semi-supervised bi-orthogonal constraints dual-graph regularized NMF for subspace clustering.

Songtao Liu, Weigang Li, Junwei Hu, Yang Li

Appl. Intell., 2022

5.12 Tbps Co-Packaged FPGA and Silicon Photonics Interconnect I/O.

Kaveh Hosseini, Edwin Kok, Sergey Y. Shumarayev, Daniel Jeong, Allen Chan, Austin Katzin, Songtao Liu, Radek Roucka, Manan Raval, Minh Mac, Chia-Pin Chiu, Thungoc Tran, Kumar Abhishek Singh, Sangeeta Raman, Yanjing Ke, Chen Li, Li-Fan Yang, Paulo Chao, Haiwei Lu, Fernando Luna, Xiaoqian Li, Tim Tri Hoang, Arnab Sarkar, Asako Toda, Ravi Mahajan, Nitin Deshpande, Conor O'Keeffe, Uma Krishnamoorthy, Vladimir Stojanovic, Christopher Madden, Chong Zhang, Matthew Sysak, Pavan Bhargava, Chen Sun, Mark Wade

Proceedings of the IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits 2022), 2022

Study on Acoustic-Elastic Effect in Aramid Fiber Reinforced Epoxy Composites for High Voltage Insulation Pull Rod.

Wei Yan, Jin He, Renyong Zhao, Chenlei Han, Yufan Wang, Pengxiang Guo, Yong Yang, Fang Liu, Wenqiang Li, Songtao Liu, Yuhuai Wang, Jin Li

Proceedings of the 28th International Conference on Mechatronics and Machine Vision in Practice, 2022

Local Augmentation for Graph Neural Networks.

Songtao Liu, Rex Ying, Hanze Dong, Lanqing Li, Tingyang Xu, Yu Rong, Peilin Zhao, Junzhou Huang, Dinghao Wu

Proceedings of the International Conference on Machine Learning, 2022

Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection.

Hongyu Zhou, Zheng Ge, Songtao Liu, Weixin Mao, Zeming Li, Haiyan Yu, Jian Sun

Proceedings of the Computer Vision - ECCV 2022, 2022

Real-time Object Detection for Streaming Perception.

Jinrong Yang, Songtao Liu, Zeming Li, Xiaoping Li, Jian Sun

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

HDS: A Hierarchical Scheme for Accurate and Efficient DDoS Flooding Attack Detection.

Youqiong Zhuang, Hua Wu, Songtao Liu, Guang Cheng, Xiaoyan Hu

Proceedings of the 23rd Asia-Pacific Network Operations and Management Symposium, 2022

2021

LLA: Loss-aware label assignment for dense pedestrian detection.

Zheng Ge, Jianfeng Wang, Xin Huang, Songtao Liu, Osamu Yoshie

Neurocomputing, 2021

Local Augmentation for Graph Neural Networks.

Songtao Liu, Hanze Dong, Lanqing Li, Tingyang Xu, Yu Rong, Peilin Zhao, Junzhou Huang, Dinghao Wu

CoRR, 2021

Workshop on Autonomous Driving at CVPR 2021: Technical Report for Streaming Perception Challenge.

Songyang Zhang, Lin Song, Songtao Liu, Zheng Ge, Zeming Li, Xuming He, Jian Sun

CoRR, 2021

YOLOX: Exceeding YOLO Series in 2021.

Zheng Ge, Songtao Liu, Feng Wang, Zeming Li, Jian Sun

CoRR, 2021

Momentum^2 Teacher: Momentum Teacher with Momentum Statistics for Self-Supervised Learning.

Zeming Li, Songtao Liu, Jian Sun

CoRR, 2021

An Error-free 1 Tbps WDM Optical I/O Chiplet and Multi-wavelength Multi-port Laser.

Mark T. Wade, Erik Anderson, Shahab Ardalan, Woorham Bae, Behrooz Beheshtian, Sidney Buchbinder, Ken Chang, Paulo Chao, Haritha Eachempatti, John Frey, Eric Jan, Austin Katzin, Anatoly Khilo, Derek Kita, Uma Krishnamoorthy, Chen Li, Haiwei Lu, Fernando Luna, Christopher Madden, Lynne Okada, Mukundrai Patel, Chandru Ramamurthy, Manan Raval, Radek Roucka, Kit Robberson, Michael Rust, Derek Van Orden, Ron Zeng, Mason Zhang, Vladimir Stojanovic, Forrest Sedgwick, Roy Meade, Norman Chan, John Michael Fini, Byungchae Kim, Songtao Liu, Chong Zhang, Daniel Jeong, Pavan Bhargava, Matthew Sysak, Chen Sun

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Low power consumption silicon photonics datacenter interconnects enabled by a parallel architecture.

Aditya Malik, Songtao Liu, Erman Timurdogan, Mark W. Harrington, Andrew M. Netherton, Mitra Saeidi, Daniel J. Blumenthal, Luke Theogarajan, Michael Watts, John E. Bowers

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Dynamic Grained Encoder for Vision Transformers.

Lin Song, Songyang Zhang, Songtao Liu, Zeming Li, Xuming He, Hongbin Sun, Jian Sun, Nanning Zheng

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

IQDet: Instance-Wise Quality Distribution Sampling for Object Detection.

Yuchen Ma, Songtao Liu, Zeming Li, Jian Sun

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

OTA: Optimal Transport Assignment for Object Detection.

Zheng Ge, Songtao Liu, Zeming Li, Osamu Yoshie, Jian Sun

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

A Scalable Multicast Hybrid Broadband Crossbar Wavelength Selective Switch For Datacenters.

Akhilesh S. P. Khope, Roger J. Helkey, Songtao Liu, Adel A. M. Saleh, Rod C. Alferness, John E. Bowers

Proceedings of the 11th IEEE Annual Computing and Communication Workshop and Conference, 2021

2020

Pay Attention to Them: Deep Reinforcement Learning-Based Cascade Object Detection.

Songtao Liu, Di Huang, Yunhong Wang

IEEE Trans. Neural Networks Learn. Syst., 2020

PINE: Photonic Integrated Networked Energy efficient datacenters (ENLITENED Program) [Invited].

Madeleine Glick, Nathan C. Abrams, Qixiang Cheng, Min Yee Teh, Yu-Han Hung, Oscar A. Jimenez, Songtao Liu, Yoshitomo Okawachi, Xiang Meng, Leif Johansson, Manya Ghobadi, Larry Dennison, George Michelogiannakis, John Shalf, Alan Y. Liu, John E. Bowers, Alexander L. Gaeta, Michal Lipson, Keren Bergman

JOCN, 2020

Self-EMD: Self-Supervised Object Detection without ImageNet.

Songtao Liu, Zeming Li, Jian Sun

CoRR, 2020

AutoAssign: Differentiable Label Assignment for Dense Object Detection.

Benjin Zhu, Jianfeng Wang, Zhengkai Jiang, Fuhang Zong, Songtao Liu, Zeming Li, Jian Sun

CoRR, 2020

Submap-Based Indoor Navigation System for the Fetch Robot.

Yongbo Chen, Brenton Leighton, Huishen Zhu, Xijun Ke, Songtao Liu, Liang Zhao

IEEE Access, 2020

High Efficiency, High Gain and High Saturation Output Power Quantum Dot SOAs Grown on Si and Applications.

Songtao Liu, Yeyu Tong, Justin Norman, Mario Dumont, Arthur Gossard, Hon-Ki Tsang, John E. Bowers

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Integrated Green DWDM Photonics for Next-Gen High-Performance Computing.

Di Liang, Geza Kurczveil, Zhihong Huang, Binhao Wang, Antoine Descos, Sudharsanan Srinivasan, Yingtao Hu, Xiaoge Zeng, Wayne V. Sorin, Stanley Cheung, Songtao Liu, Peng Sun, Thomas Van Vaerenbergh, Marco Fiorentino, John E. Bowers, Raymond G. Beausoleil

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Multi-scale Positive Sample Refinement for Few-Shot Object Detection.

Jiaxi Wu, Songtao Liu, Di Huang, Yunhong Wang

Proceedings of the Computer Vision - ECCV 2020, 2020

BorderDet: Border Feature for Dense Object Detection.

Han Qiu, Yuchen Ma, Zeming Li, Songtao Liu, Jian Sun

Proceedings of the Computer Vision - ECCV 2020, 2020

Cross-domain Object Detection through Coarse-to-Fine Feature Adaptation.

Yangtao Zheng, Di Huang, Songtao Liu, Yunhong Wang

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Conceptual design and dimensional synthesis of a novel parallel mechanism for lower-limb rehabilitation.

Hui Wang, Wen Li, Haitao Liu, Jianxin Zhang, Songtao Liu

Robotica, 2019

Learning Spatial Fusion for Single-Shot Object Detection.

Songtao Liu, Di Huang, Yunhong Wang

CoRR, 2019

Higher-order Weighted Graph Convolutional Networks.

Songtao Liu, Lingwei Chen, Hanze Dong, Zihao Wang, Dinghao Wu, Zengfeng Huang

CoRR, 2019

Distributed genetic real-time pricing for multiseller-multibuyer smart grid based on bilevel programming considering random fluctuation of electricity consumption.

Li Tao, Yan Gao, Hongbo Zhu, Songtao Liu

Comput. Ind. Eng., 2019

High performance lasers on Si.

Songtao Liu, Xinru Wu, Minh A. Tran, Duanni Huang, Justin Norman, Daehwan Jung, Arthur Gossard, John E. Bowers

Proceedings of the 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC), 2019

Terabit Interconnects with a 20-GHz O-Band Passively Mode Locked Quantum Dot Laser Grown Directly on Silicon.

Xinru Wu, Songtao Liu, Daehwan Jung, Justin C. Norman, M. J. Kennedy, Hon-Ki Tsang, Arthur C. Gossard, John E. Bowers

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019

A Low-Noise High-Channel-Count 20 GHz Passively Mode Locked Quantum Dot Laser Grown on Si.

Songtao Liu, Daehwan Jung, Justin C. Norman, M. J. Kennedy, Arthur C. Gossard, John E. Bowers

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019

Indoor Navigation System Using the Fetch Robot.

Huishen Zhu, Brenton Leighton, Yongbo Chen, Xijun Ke, Songtao Liu, Liang Zhao

Proceedings of the Intelligent Robotics and Applications - 12th International Conference, 2019

Adaptive NMS: Refining Pedestrian Detection in a Crowd.

Songtao Liu, Di Huang, Yunhong Wang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

A Heterogeneously Integrated III-V/Si Colliding Pulse Mode-locked Laser with On-chip Feedback.

Songtao Liu, Tin Komljenovic, Sudharsanan Srinivasan, Erik Norberg, Gregory Fish, John E. Bowers

Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

Multi-Ring Mirror-Based Narrow-Linewidth Widely-Tunable Lasers in Heterogeneous Silicon Photonics.

Minh A. Tran, Duanni Huang, Tin Komljenovic, Songtao Liu, Linjun Liang, M. J. Kennedy, John E. Bowers

Proceedings of the European Conference on Optical Communication, 2018

Receptive Field Block Net for Accurate and Fast Object Detection.

Songtao Liu, Di Huang, Yunhong Wang

Proceedings of the Computer Vision - ECCV 2018, 2018

9 GHz passively mode locked quantum dot lasers directly grown on Si.

Songtao Liu, Justin C. Norman, Daehwan Jung, M. J. Kennedy, Arthur C. Gossard, John E. Bowers

Proceedings of the 76th Device Research Conference, 2018

2016

Synchronized operation of a monolithically integrated AWG-based multichannel harmonically mode-locked laser.

Songtao Liu, Dan Lu, Lingjuan Zhao, Daibing Zhou, Wei Wang, Ronald Broeke, Chen Ji

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016

Occlusion-Robust Face Detection Using Shallow and Deep Proposal Based Faster R-CNN.

Jingbo Guo, Jie Xu, Songtao Liu, Di Huang, Yunhong Wang

Proceedings of the Biometric Recognition - 11th Chinese Conference, 2016

2015

Genetic Algorithm Based QoS-aware Service Composition in Multi-cloud.

Miao Zhang, Li Liu, Songtao Liu

Proceedings of the IEEE Conference on Collaboration and Internet Computing, 2015

2013

Build 4-dimensional myocardial model for dynamic CT images.

Yixun Liu, Songtao Liu, Albert C. Lardo, Karl H. Schuleri, Marcelo S. Nacif, David A. Bluemke, Ronald M. Summers, Jianhua Yao

Proceedings of the Medical Imaging 2013: Image Processing, 2013

Model of Opinion Interactions Base on Evolutionary Game in Social Network.

Li Liu, Yuanzhuo Wang, Songtao Liu

Proceedings of the Intelligent Computing Theories and Technology, 2013

2012

A Framework of Whole Heart Extracellular Volume Fraction Estimation for Low-Dose Cardiac CT Images.

Xinjian Chen, Marcelo S. Nacif, Songtao Liu, Christopher T. Sibley, Ronald M. Summers, David A. Bluemke, Jianhua Yao

IEEE Trans. Inf. Technol. Biomed., 2012

A framework of whole heart extracellular volume fraction estimation for low dose cardiac CT images.

Xinjian Chen, Ronald M. Summers, Marcelo S. Nacif, Songtao Liu, David A. Bluemke, Jianhua Yao

Proceedings of the Medical Imaging 2012: Image Processing, 2012

Point-guided modeling and segmentation of myocardium for low dose cardiac CT images.

Yixun Liu, Marcelo Souto Nacif, Songtao Liu, Christopher T. Sibley, David A. Bluemke, Ronald M. Summers, Jianhua Yao

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2010

Production management and data processing system for the textile enterprise based on multi-Agent.

Jingfeng Shao, Jinfu Wang, Songtao Liu, Liping Yang

Proceedings of the 9th IEEE International Conference on Cognitive Informatics, 2010

2009

Design of Manufacturing Execution System Oriented to Spinning Workshop.

Jingfeng Shao, Yonggang Li, Bo Li, Songtao Liu, Lanshuang Qin

Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009

2007

The Potential of Web Accessibility in China: A Hypothesis on Its Impact on the Global Web Interface.

Eleanor Lisney, Christina Li, Songtao Liu

Proceedings of the Universal Access in Human-Computer Interaction. Applications and Services, 2007

2005

Utility-based On-demand Heuristic Strategy to Grid Computing.

Li Liu, Yuanzhuo Wang, Yang Yang, Songtao Liu

Proceedings of the Joint International Conference on Autonomic and Autonomous Systems 2005 / International Conference on Networking and Services 2005, 2005

2004

Pairwise Protein Structure Alignment Based on an Orientation-independent Backbone Representation.

Jieping Ye, Ravi Janardan, Songtao Liu

J. Bioinform. Comput. Biol., 2004

2003

Pairwise Protein Structure Alignment Based on an Orientation-Independent Representation of the Backbone Geometry.

Jieping Ye, Ravi Janardan, Songtao Liu

Proceedings of the 15th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2003), 2003