Songtao Liu

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 82

Top Topics

Object Detection

Label Assignment

Negative Matrix Factorization

Phrase Structure

Top Venues

Eng. Appl. Artif. Intell.

Publications

Songtao Liu, Hanjun Dai, Yue Zhao, Peng Liu
Preference Optimization for Molecule Synthesis with Conditional Residual Energy-based Models. CoRR (2024)
Songtao Liu, Yang Li, Junchi Zhang
Inter- and intra-hypergraph regularized nonnegative matrix factorization with hybrid constraints. Eng. Appl. Artif. Intell. 130 (2024)
Songtao Liu, Bang Wang, Wei Xiang, Han Xu, Minghua Xu
Encoding Hierarchical Schema via Concept Flow for Multifaceted Ideology Detection. CoRR (2024)
Songtao Liu, Jinghui Chen, Tianfan Fu, Lu Lin, Marinka Zitnik, Dinghao Wu
Graph Adversarial Diffusion Convolution. CoRR (2024)
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
8-λ × 50 Gbps/λ Heterogeneously Integrated Si-Ph DWDM Transmitter. IEEE J. Solid State Circuits 59 (3) (2024)
Songtao Liu, Jacinto Colan, Yaonan Zhu, Taisuke Kobayashi, Kazunari Misawa, Masaru Takeuchi, Yasuhisa Hasegawa
Latent regression based model predictive control for tissue triangulation. Adv. Robotics 38 (5) (2024)
Yuanjie Zhao, Hua Wu, Liujinhan Chen, Songtao Liu, Guang Cheng, Xiaoyan Hu
Identifying Video Resolution from Encrypted QUIC Streams in Segment-combined Transmission Scenarios. NOSSDAV (2024)
Xinru Wu, Duanni Huang, Ranjeet Kumar, Guan-Lin Su, Junyi Gao, Songtao Liu, Xiaoxi Wang, Haisheng Rong
Fully integrated silicon photonic high-speed transmitter with Ring-Assisted Mach-Zehnder modulator. OFC (2024)
Wei Xiang, Songtao Liu, Bang Wang
Parsing and encoding interactive phrase structure for implicit discourse relation recognition. Neural Comput. Appl. 36 (22) (2024)
Songtao Liu, Bang Wang, Wei Xiang, Han Xu, Minghua Xu
Encoding Hierarchical Schema via Concept Flow for Multifaceted Ideology Detection. ACL (Findings) (2024)
Chongtao Guo, Songtao Liu, Bin Liao, Zhigang Wang, Le Liang
AoI-Driven Power Allocation and Batch Sampling Control for V2V Status Update Communications. IEEE Trans. Ind. Informatics 20 (1) (2024)
Kai Che, Peng Yang, Yunqian Gong, Chuanmin Chen, Songtao Liu, Ni Li, Shanshan Lin
Electromagnetic field simulation modeling method and distribution characteristics of electric vehicle wireless charging system. J. Comput. Methods Sci. Eng. 24 (2) (2024)
Hangyu Zhao, Hua Wu, Xuqiong Bian, Songtao Liu, Guang Cheng, Xiaoyan Hu, Zhiyi Tian
Unveiling the Unseen: Video Recognition Attacks on Social Software. ACISP (2) (2024)
Duanni Huang, Shane Yerkes, Guan-Lin Su, Karan Mehta, Marcus Cramer, William O'Brien, Razi Dehghannasiri, Stan Dobek, Chelsea Mackos, Timothy Ward, Pari Patel, Ranjeet Kumar, Songtao Liu, Xinru Wu, Xiaoxi Wang, Junyi Gao, Mark Isenberger, Harel Frish, Haisheng Rong
Feedback tolerant quantum dot lasers integrated with 300mm silicon photonics. OFC (2024)
Zhi Cai, Songtao Liu, Guodong Wang, Zheng Ge, Xiangyu Zhang, Di Huang
Align-DETR: Improving DETR with Simple IoU-aware BCE loss. CoRR (2023)
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
A 256 Gbps Heterogeneously Integrated Silicon Photonic Microring-based DWDM Receiver Suitable for In-Package Optical I/O. VLSI Technology and Circuits (2023)
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
A 3D-integrated 8λ × 32 Gbps λ Silicon Photonic Microring-based DWDM Transmitter. CICC (2023)
En Yu, Songtao Liu, Zhuoling Li, Jinrong Yang, Zeming Li, Shoudong Han, Wenbing Tao
Generalizing Multiple Object Tracking to Unseen Domains by Introducing Natural Language Representation. AAAI (2023)
Lin Song, Songyang Zhang, Songtao Liu, Zeming Li, Xuming He, Hongbin Sun, Jian Sun, Nanning Zheng
Dynamic Grained Encoder for Vision Transformers. CoRR (2023)
Songtao Liu, Ziling Luo, Minghua Xu, Lixiao Wei, Ziyao Wei, Han Yu, Wei Xiang, Bang Wang
Ideology Takes Multiple Looks: A High-Quality Dataset for Multifaceted Ideology Detection. EMNLP (2023)
Songtao Liu, Zhengkai Tu, Minkai Xu, Zuobai Zhang, Lu Lin, Rex Ying, Jian Tang, Peilin Zhao, Dinghao Wu
FusionRetro: Molecule Representation Fusion via In-Context Learning for Retrosynthetic Planning. ICML (2023)
Jinrong Yang, Lin Song, Songtao Liu, Weixin Mao, Zeming Li, Xiaoping Li, Hongbin Sun, Jian Sun, Nanning Zheng
DBQ-SSD: Dynamic Ball Query for Efficient 3D Object Detection. ICLR (2023)
Xinru Wu, Duanni Huang, Taehwan Kim, Ranjeet Kumar, Guan-Lin Su, Chaoxuan Ma, Songtao Liu, Ganesh Balamurugan, Haisheng Rong
integrated dual-polarization silicon photonic transceiver with automated polarization control. OFC (2023)
Songtao Liu, Weigang Li, Hao Lu, Yang Li
Semi-supervised non-negative matrix tri-factorization with adaptive neighbors and block-diagonal learning. Eng. Appl. Artif. Intell. 121 (2023)
Jinrong Yang, Songtao Liu, Zeming Li, Xiaoping Li, Jian Sun
Real-time Object Detection for Streaming Perception. CoRR (2022)
Songtao Liu, Rex Ying, Hanze Dong, Lanqing Li, Tingyang Xu, Yu Rong, Peilin Zhao, Junzhou Huang, Dinghao Wu
Local Augmentation for Graph Neural Networks. ICML (2022)
Jinrong Yang, Lin Song, Songtao Liu, Zeming Li, Xiaoping Li, Hongbin Sun, Jian Sun, Nanning Zheng
DBQ-SSD: Dynamic Ball Query for Efficient 3D Object Detection. CoRR (2022)
Jinrong Yang, Songtao Liu, Zeming Li, Xiaoping Li, Jian Sun
Real-time Object Detection for Streaming Perception. CVPR (2022)
Youqiong Zhuang, Hua Wu, Songtao Liu, Guang Cheng, Xiaoyan Hu
HDS: A Hierarchical Scheme for Accurate and Efficient DDoS Flooding Attack Detection. APNOMS (2022)
Jinrong Yang, Songtao Liu, Zeming Li, Xiaoping Li, Jian Sun
StreamYOLO: Real-time Object Detection for Streaming Perception. CoRR (2022)
En Yu, Songtao Liu, Zhuoling Li, Jinrong Yang, Zeming Li, Shoudong Han, Wenbing Tao
Generalizing Multiple Object Tracking to Unseen Domains by Introducing Natural Language Representation. CoRR (2022)
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
5.12 Tbps Co-Packaged FPGA and Silicon Photonics Interconnect I/O. VLSI Technology and Circuits (2022)
Songtao Liu, Weigang Li, Junwei Hu, Yang Li
Semi-supervised bi-orthogonal constraints dual-graph regularized NMF for subspace clustering. Appl. Intell. 52 (3) (2022)
Wei Yan, Jin He, Renyong Zhao, Chenlei Han, Yufan Wang, Pengxiang Guo, Yong Yang, Fang Liu, Wenqiang Li, Songtao Liu, Yuhuai Wang, Jin Li
Study on Acoustic-Elastic Effect in Aramid Fiber Reinforced Epoxy Composites for High Voltage Insulation Pull Rod. M2VIP (2022)
Hongyu Zhou, Zheng Ge, Songtao Liu, Weixin Mao, Zeming Li, Haiyan Yu, Jian Sun
Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection. CoRR (2022)
Songtao Liu, Rex Ying, Hanze Dong, Lu Lin, Jinghui Chen, Dinghao Wu
How Powerful is Implicit Denoising in Graph Neural Networks. CoRR (2022)
Hongyu Zhou, Zheng Ge, Songtao Liu, Weixin Mao, Zeming Li, Haiyan Yu, Jian Sun
Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection. ECCV (9) (2022)
Songtao Liu, Rex Ying, Zuobai Zhang, Peilin Zhao, Jian Tang, Lu Lin, Dinghao Wu
Metro: Memory-Enhanced Transformer for Retrosynthetic Planning via Reaction Tree. CoRR (2022)
Zeming Li, Songtao Liu, Jian Sun
Momentum^2 Teacher: Momentum Teacher with Momentum Statistics for Self-Supervised Learning. CoRR (2021)
Zheng Ge, Songtao Liu, Zeming Li, Osamu Yoshie, Jian Sun
OTA: Optimal Transport Assignment for Object Detection. CVPR (2021)
Zheng Ge, Jianfeng Wang, Xin Huang, Songtao Liu, Osamu Yoshie
LLA: Loss-aware Label Assignment for Dense Pedestrian Detection. CoRR (2021)
Zheng Ge, Songtao Liu, Zeming Li, Osamu Yoshie, Jian Sun
OTA: Optimal Transport Assignment for Object Detection. CoRR (2021)
Zheng Ge, Songtao Liu, Feng Wang, Zeming Li, Jian Sun
YOLOX: Exceeding YOLO Series in 2021. CoRR (2021)
Yuchen Ma, Songtao Liu, Zeming Li, Jian Sun
IQDet: Instance-Wise Quality Distribution Sampling for Object Detection. CVPR (2021)
Aditya Malik, Songtao Liu, Erman Timurdogan, Mark W. Harrington, Andrew M. Netherton, Mitra Saeidi, Daniel J. Blumenthal, Luke Theogarajan, Michael Watts, John E. Bowers
Low power consumption silicon photonics datacenter interconnects enabled by a parallel architecture. OFC (2021)
Akhilesh S. P. Khope, Roger J. Helkey, Songtao Liu, Adel A. M. Saleh, Rod C. Alferness, John E. Bowers
A Scalable Multicast Hybrid Broadband Crossbar Wavelength Selective Switch For Datacenters. CCWC (2021)
Zheng Ge, Jianfeng Wang, Xin Huang, Songtao Liu, Osamu Yoshie
LLA: Loss-aware label assignment for dense pedestrian detection. Neurocomputing 462 (2021)
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
An Error-free 1 Tbps WDM Optical I/O Chiplet and Multi-wavelength Multi-port Laser. OFC (2021)
Yuchen Ma, Songtao Liu, Zeming Li, Jian Sun
IQDet: Instance-wise Quality Distribution Sampling for Object Detection. CoRR (2021)
Lin Song, Songyang Zhang, Songtao Liu, Zeming Li, Xuming He, Hongbin Sun, Jian Sun, Nanning Zheng
Dynamic Grained Encoder for Vision Transformers. NeurIPS (2021)
Songtao Liu, Hanze Dong, Lanqing Li, Tingyang Xu, Yu Rong, Peilin Zhao, Junzhou Huang, Dinghao Wu
Local Augmentation for Graph Neural Networks. CoRR (2021)
Songyang Zhang, Lin Song, Songtao Liu, Zheng Ge, Zeming Li, Xuming He, Jian Sun
Workshop on Autonomous Driving at CVPR 2021: Technical Report for Streaming Perception Challenge. CoRR (2021)
Benjin Zhu, Jianfeng Wang, Zhengkai Jiang, Fuhang Zong, Songtao Liu, Zeming Li, Jian Sun
AutoAssign: Differentiable Label Assignment for Dense Object Detection. CoRR (2020)
Yangtao Zheng, Di Huang, Songtao Liu, Yunhong Wang
Cross-domain Object Detection through Coarse-to-Fine Feature Adaptation. CoRR (2020)
Jiaxi Wu, Songtao Liu, Di Huang, Yunhong Wang
Multi-scale Positive Sample Refinement for Few-Shot Object Detection. ECCV (16) (2020)
Han Qiu, Yuchen Ma, Zeming Li, Songtao Liu, Jian Sun
BorderDet: Border Feature for Dense Object Detection. ECCV (1) (2020)
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
PINE: Photonic Integrated Networked Energy efficient datacenters (ENLITENED Program) [Invited]. JOCN 12 (12) (2020)
Songtao Liu, Di Huang, Yunhong Wang
Pay Attention to Them: Deep Reinforcement Learning-Based Cascade Object Detection. IEEE Trans. Neural Networks Learn. Syst. 31 (7) (2020)
Jiaxi Wu, Songtao Liu, Di Huang, Yunhong Wang
Multi-Scale Positive Sample Refinement for Few-Shot Object Detection. CoRR (2020)
Han Qiu, Yuchen Ma, Zeming Li, Songtao Liu, Jian Sun
BorderDet: Border Feature for Dense Object Detection. CoRR (2020)
Songtao Liu, Yeyu Tong, Justin Norman, Mario Dumont, Arthur Gossard, Hon-Ki Tsang, John E. Bowers
High Efficiency, High Gain and High Saturation Output Power Quantum Dot SOAs Grown on Si and Applications. OFC (2020)
Yongbo Chen, Brenton Leighton, Huishen Zhu, Xijun Ke, Songtao Liu, Liang Zhao
Submap-Based Indoor Navigation System for the Fetch Robot. IEEE Access 8 (2020)
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
Integrated Green DWDM Photonics for Next-Gen High-Performance Computing. OFC (2020)
Yangtao Zheng, Di Huang, Songtao Liu, Yunhong Wang
Cross-domain Object Detection through Coarse-to-Fine Feature Adaptation. CVPR (2020)
Songtao Liu, Zeming Li, Jian Sun
Self-EMD: Self-Supervised Object Detection without ImageNet. CoRR (2020)
Songtao Liu, Lingwei Chen, Hanze Dong, Zihao Wang, Dinghao Wu, Zengfeng Huang
Higher-order Weighted Graph Convolutional Networks. CoRR (2019)
Li Tao, Yan Gao, Hongbo Zhu, Songtao Liu
Distributed genetic real-time pricing for multiseller-multibuyer smart grid based on bilevel programming considering random fluctuation of electricity consumption. Comput. Ind. Eng. 135 (2019)
Songtao Liu, Daehwan Jung, Justin C. Norman, M. J. Kennedy, Arthur C. Gossard, John E. Bowers
A Low-Noise High-Channel-Count 20 GHz Passively Mode Locked Quantum Dot Laser Grown on Si. OFC (2019)
Songtao Liu, Di Huang, Yunhong Wang
Learning Spatial Fusion for Single-Shot Object Detection. CoRR (2019)
Songtao Liu, Di Huang, Yunhong Wang
Adaptive NMS: Refining Pedestrian Detection in a Crowd. CoRR (2019)
Huishen Zhu, Brenton Leighton, Yongbo Chen, Xijun Ke, Songtao Liu, Liang Zhao
Indoor Navigation System Using the Fetch Robot. ICIRA (4) (2019)
Xinru Wu, Songtao Liu, Daehwan Jung, Justin C. Norman, M. J. Kennedy, Hon-Ki Tsang, Arthur C. Gossard, John E. Bowers
Terabit Interconnects with a 20-GHz O-Band Passively Mode Locked Quantum Dot Laser Grown Directly on Silicon. OFC (2019)
Songtao Liu, Di Huang, Yunhong Wang
Adaptive NMS: Refining Pedestrian Detection in a Crowd. CVPR (2019)
Songtao Liu, Xinru Wu, Minh A. Tran, Duanni Huang, Justin Norman, Daehwan Jung, Arthur Gossard, John E. Bowers
High performance lasers on Si. OECC/PSC (2019)
Hui Wang, Wen Li, Haitao Liu, Jianxin Zhang, Songtao Liu
Conceptual design and dimensional synthesis of a novel parallel mechanism for lower-limb rehabilitation. Robotica 37 (3) (2019)
Songtao Liu, Tin Komljenovic, Sudharsanan Srinivasan, Erik Norberg, Gregory Fish, John E. Bowers
A Heterogeneously Integrated III-V/Si Colliding Pulse Mode-locked Laser with On-chip Feedback. OFC (2018)
Songtao Liu, Di Huang, Yunhong Wang
Receptive Field Block Net for Accurate and Fast Object Detection. ECCV (11) (2018)
Songtao Liu, Justin C. Norman, Daehwan Jung, M. J. Kennedy, Arthur C. Gossard, John E. Bowers
9 GHz passively mode locked quantum dot lasers directly grown on Si. DRC (2018)
Minh A. Tran, Duanni Huang, Tin Komljenovic, Songtao Liu, Linjun Liang, M. J. Kennedy, John E. Bowers
Multi-Ring Mirror-Based Narrow-Linewidth Widely-Tunable Lasers in Heterogeneous Silicon Photonics. ECOC (2018)
Songtao Liu, Di Huang, Yunhong Wang
Receptive Field Block Net for Accurate and Fast Object Detection. CoRR (2017)
Jingbo Guo, Jie Xu, Songtao Liu, Di Huang, Yunhong Wang
Occlusion-Robust Face Detection Using Shallow and Deep Proposal Based Faster R-CNN. CCBR (2016)
Songtao Liu, Dan Lu, Lingjuan Zhao, Daibing Zhou, Wei Wang, Ronald Broeke, Chen Ji
Synchronized operation of a monolithically integrated AWG-based multichannel harmonically mode-locked laser. OFC (2016)
Miao Zhang, Li Liu, Songtao Liu
Genetic Algorithm Based QoS-aware Service Composition in Multi-cloud. CIC (2015)
Li Liu, Yuanzhuo Wang, Songtao Liu
Model of Opinion Interactions Base on Evolutionary Game in Social Network. ICIC (2) (2013)
Yixun Liu, Songtao Liu, Albert C. Lardo, Karl H. Schuleri, Marcelo S. Nacif, David A. Bluemke, Ronald M. Summers, Jianhua Yao
Build 4-dimensional myocardial model for dynamic CT images. Medical Imaging: Image Processing (2013)
Xinjian Chen, Marcelo S. Nacif, Songtao Liu, Christopher T. Sibley, Ronald M. Summers, David A. Bluemke, Jianhua Yao
A Framework of Whole Heart Extracellular Volume Fraction Estimation for Low-Dose Cardiac CT Images. IEEE Trans. Inf. Technol. Biomed. 16 (5) (2012)
Yixun Liu, Marcelo Souto Nacif, Songtao Liu, Christopher T. Sibley, David A. Bluemke, Ronald M. Summers, Jianhua Yao
Point-guided modeling and segmentation of myocardium for low dose cardiac CT images. EMBC (2012)
Xinjian Chen, Ronald M. Summers, Marcelo S. Nacif, Songtao Liu, David A. Bluemke, Jianhua Yao
A framework of whole heart extracellular volume fraction estimation for low dose cardiac CT images. Medical Imaging: Image Processing (2012)
Jingfeng Shao, Jinfu Wang, Songtao Liu, Liping Yang
Production management and data processing system for the textile enterprise based on multi-Agent. IEEE ICCI (2010)
Jingfeng Shao, Yonggang Li, Bo Li, Songtao Liu, Lanshuang Qin
Design of Manufacturing Execution System Oriented to Spinning Workshop. CSIE (7) (2009)
Eleanor Lisney, Christina Li, Songtao Liu
The Potential of Web Accessibility in China: A Hypothesis on Its Impact on the Global Web Interface. HCI (7) (2007)
Li Liu, Yuanzhuo Wang, Yang Yang, Songtao Liu
Utility-based On-demand Heuristic Strategy to Grid Computing. ICAS/ICNS (2005)
Jieping Ye, Ravi Janardan, Songtao Liu
Pairwise Protein Structure Alignment Based on an Orientation-independent Backbone Representation. J. Bioinform. Comput. Biol. 2 (4) (2004)
Jieping Ye, Ravi Janardan, Songtao Liu
Pairwise Protein Structure Alignment Based on an Orientation-Independent Representation of the Backbone Geometry. ICTAI (2003)