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• Song-Tao Liu

• 2025
• 
  [j19]
  Yongsheng Dong,Songtao Liu,Yaxin Li,Lintao Zheng:
  Aesthetic-aware adversarial learning network for artistic style transfer.Neurocomputing646:130431 (2025)
• 
  [j18]
  Jing Hu,Songtao Liu,Mingzhou Liu,Tingyu Zhou,Jiale Lu,Xingyan Zuo:
  ST-CGNet: A spatiotemporal gesture recognition network with triplet attention and dual feature fusion.Pattern Recognit.167:111767 (2025)
• 
  [c58]
  Yongkang Wang,Chenglong Ye,Songtao Liu,Yueyang Yao,Qiang Ding,Junyou Shang,Peizhe Gong,Xingyuan Dai,Hongxia Zhao,Gang Xiong,Yisheng Lv:
  Traffic Flow Impacts of Expressway Reconstruction and Expansion: A Simulation-Driven Study.ANZCC2025:132-137
• 
  [c57]
  Xinru Wu,Duanni Huang,Zhe Xuan,Songtao Liu,Junyi Gao,Xiaoxi Wang,Jinyong Kim,Jahnavi Sharma,Cooper Levy,James E. Jaussi,Haisheng Rong:
  DWDM Link With Fully Integrated Silicon Photonic Transmitter and Passive Polarization Diversity Receiver.ECOC2025:1-4
• 
  [c56]
  Songtao Liu,Ranjeet Kumar,Xinru Wu,Xiaoxi Wang,Duanni Huang,Guan-Lin Su,Junyi Gao,Haisheng Rong:
  Silicon photonics DWDM transmitter with heterogeneously integrated multiwavelength DFB laser and SOA.OFC2025:1-3
• 
  [c55]
  Yanxin Qian,Yan Zhong,Lizhao You,Songtao Liu,Nanqing Zhou,Liqun Fu:
  A Practical Deep Reinforcement Learning-Based QoS-Aware Scheduler for 5G Cellular Networks.WASA (3)2025:317-328
• 
  [i32]
  Songtao Liu,Peng Liu:
  High-Layer Attention Pruning with Rescaling.CoRRabs/2507.01900 (2025)
• 
  [i31]
  Siyu Cao,Hangting Chen,Peng Chen,Yiji Cheng,Yutao Cui,Xinchi Deng,Ying Dong,Kipper Gong,Tianpeng Gu,Xiusen Gu,Tiankai Hang,Duojun Huang,Jie Jiang,Zhengkai Jiang,Weijie Kong,Changlin Li,Donghao Li,Junzhe Li,Xin Li,Yang Li,Zhenxi Li,Zhimin Li,Jiaxin Lin,Linus,Lucaz Liu,Shu Liu,Songtao Liu,Yu Liu,Yuhong Liu,Yanxin Long,Fanbin Lu,Qinglin Lu,Yuyang Peng,Yuanbo Peng,Xiangwei Shen,Yixuan Shi,Jiale Tao,Yangyu Tao,Qi Tian,Pengfei Wan,Chunyu Wang,Kai Wang,Lei Wang,Linqing Wang,Lucas Wang,Qixun Wang,Weiyan Wang,Hao Wen,Bing Wu,Jianbing Wu,Yue Wu,Senhao Xie,Fang Yang,Miles Yang,Xiaofeng Yang,Xuan Yang,Zhantao Yang,Jingmiao Yu,Zheng Yuan,Chao Zhang,Jian-Wei Zhang,Peizhen Zhang,Shi-Xue Zhang,Tao Zhang,Weigang Zhang,Yepeng Zhang,Yingfang Zhang,Zihao Zhang,Zijian Zhang,Penghao Zhao,Zhiyuan Zhao,Xuefei Zhe,Jianchen Zhu,Zhao Zhong:
  HunyuanImage 3.0 Technical Report.CoRRabs/2509.23951 (2025)
• 2024
• 
  [j17]
  Songtao Liu,Jacinto Colan,Yaonan Zhu,Taisuke Kobayashi,Kazunari Misawa,Masaru Takeuchi,Yasuhisa Hasegawa:
  Latent regression based model predictive control for tissue triangulation.Adv. Robotics38(5):283-306 (2024)
• 
  [j16]
  Songtao Liu,Yang Li,Junchi Zhang:
  Inter- and intra-hypergraph regularized nonnegative matrix factorization with hybrid constraints.Eng. Appl. Artif. Intell.130:107758 (2024)
• 
  [j15]
  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):955-973 (2024)
• 
  [j14]
  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 Circuits59(3):690-701 (2024)
• 
  [j13]
  Wei Xiang,Songtao Liu,Bang Wang:
  Parsing and encoding interactive phrase structure for implicit discourse relation recognition.Neural Comput. Appl.36(22):13783-13797 (2024)
• 
  [j12]
  Songtao Liu,Yaonan Zhu,Tadayoshi Aoyama,Masayuki Nakaya,Yasuhisa Hasegawa:
  Latent Space Search-Based Adaptive Template Generation for Enhanced Object Detection in Bin-Picking Applications.Sensors24(18):6050 (2024)
• 
  [j11]
  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. Informatics20(1):291-302 (2024)
• 
  [c54]
  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)2024:412-432
• 
  [c53]
  Songtao Liu,Bang Wang,Wei Xiang,Han Xu,Minghua Xu:
  Encoding Hierarchical Schema via Concept Flow for Multifaceted Ideology Detection.ACL (Findings)2024:2930-2942
• 
  [c52]
  Zhi Cai,Songtao Liu,Guodong Wang,Zeming Li,Zheng Ge,Xiangyu Zhang,Di Huang:
  Align-DETR: Enhancing End-to-end Object Detection with Aligned Loss.BMVC2024
• 
  [c51]
  Songtao Liu,Jinghui Chen,Tianfan Fu,Lu Lin,Marinka Zitnik,Dinghao Wu:
  Graph Adversarial Diffusion Convolution.ICML2024:30789-30806
• 
  [c50]
  Songtao Liu,Hanjun Dai,Yue Zhao,Peng Liu:
  Preference Optimization for Molecule Synthesis with Conditional Residual Energy-based Models.ICML2024:30929-30945
• 
  [c49]
  Yuanjie Zhao,Hua Wu,Liujinhan Chen,Songtao Liu,Guang Cheng,Xiaoyan Hu:
  Identifying Video Resolution from Encrypted QUIC Streams in Segment-combined Transmission Scenarios.NOSSDAV2024:50-56
• 
  [c48]
  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.OFC2024:1-3
• 
  [c47]
  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.OFC2024:1-3
• 
  [i30]
  Songtao Liu,Bang Wang,Wei Xiang,Han Xu,Minghua Xu:
  Encoding Hierarchical Schema via Concept Flow for Multifaceted Ideology Detection.CoRRabs/2405.18974 (2024)
• 
  [i29]
  Songtao Liu,Jinghui Chen,Tianfan Fu,Lu Lin,Marinka Zitnik,Dinghao Wu:
  Graph Adversarial Diffusion Convolution.CoRRabs/2406.02059 (2024)
• 
  [i28]
  Songtao Liu,Hanjun Dai,Yue Zhao,Peng Liu:
  Preference Optimization for Molecule Synthesis with Conditional Residual Energy-based Models.CoRRabs/2406.02066 (2024)
• 
  [i27]
  Songtao Liu,Zhengkai Tu,Hanjun Dai,Peng Liu:
  SDDBench: A Benchmark for Synthesizable Drug Design.CoRRabs/2411.08306 (2024)
• 
  [i26]
  Weijie Kong,Qi Tian,Zijian Zhang,Rox Min,Zuozhuo Dai,Jin Zhou,Jiangfeng Xiong,Xin Li,Bo Wu,Jianwei Zhang,Kathrina Wu,Qin Lin,Junkun Yuan,Yanxin Long,Aladdin Wang,Andong Wang,Changlin Li,Duojun Huang,Fang Yang,Hao Tan,Hongmei Wang,Jacob Song,Jiawang Bai,Jianbing Wu,Jinbao Xue,Joey Wang,Kai Wang,Mengyang Liu,Pengyu Li,Shuai Li,Weiyan Wang,Wenqing Yu,Xinchi Deng,Yang Li,Yi Chen,Yutao Cui,Yuanbo Peng,Zhentao Yu,Zhiyu He,Zhiyong Xu,Zixiang Zhou,Zunnan Xu,Yangyu Tao,Qinglin Lu,Songtao Liu,Daquan Zhou,Hongfa Wang,Yong Yang,Di Wang,Yuhong Liu,Jie Jiang,Caesar Zhong:
  HunyuanVideo: A Systematic Framework For Large Video Generative Models.CoRRabs/2412.03603 (2024)
• 2023
• 
  [j10]
  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.121:106043 (2023)
• 
  [c46]
  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.AAAI2023:3304-3312
• 
  [c45]
  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.CICC2023:1-2
• 
  [c44]
  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.EMNLP2023:4200-4213
• 
  [c43]
  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.ICLR2023
• 
  [c42]
  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.ICML2023:22028-22041
• 
  [c41]
  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.OFC2023:1-3
• 
  [c40]
  Songtao Liu,Hua Wu,Hao Luo,Guang Cheng,Xiaoyan Hu:
  A Stable Fine-Grained Webpage Fingerprinting: Aiming at the Unstable Realistic Network.SecureComm (2)2023:167-188
• 
  [c39]
  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 Circuits2023:1-2
• 
  [i25]
  Lin Song,Songyang Zhang,Songtao Liu,Zeming Li,Xuming He,Hongbin Sun,Jian Sun,Nanning Zheng:
  Dynamic Grained Encoder for Vision Transformers.CoRRabs/2301.03831 (2023)
• 
  [i24]
  Zhi Cai,Songtao Liu,Guodong Wang,Zheng Ge,Xiangyu Zhang,Di Huang:
  Align-DETR: Improving DETR with Simple IoU-aware BCE loss.CoRRabs/2304.07527 (2023)
• 2022
• 
  [j9]
  Songtao Liu,Weigang Li,Junwei Hu,Yang Li:
  Semi-supervised bi-orthogonal constraints dual-graph regularized NMF for subspace clustering.Appl. Intell.52(3):3227-3248 (2022)
• 
  [c38]
  Youqiong Zhuang,Hua Wu,Songtao Liu,Guang Cheng,Xiaoyan Hu:
  HDS: A Hierarchical Scheme for Accurate and Efficient DDoS Flooding Attack Detection.APNOMS2022:1-6
• 
  [c37]
  Jinrong Yang,Songtao Liu,Zeming Li,Xiaoping Li,Jian Sun:
  Real-time Object Detection for Streaming Perception.CVPR2022:5375-5385
• 
  [c36]
  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)2022:35-50
• 
  [c35]
  Songtao Liu,Rex Ying,Hanze Dong,Lanqing Li,Tingyang Xu,Yu Rong,Peilin Zhao,Junzhou Huang,Dinghao Wu:
  Local Augmentation for Graph Neural Networks.ICML2022:14054-14072
• 
  [c34]
  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.M2VIP2022:1-4
• 
  [c33]
  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,Matt Sysak,Pavan Bhargava,Chen Sun,Mark Wade:
  5.12 Tbps Co-Packaged FPGA and Silicon Photonics Interconnect I/O.VLSI Technology and Circuits2022:260-261
• 
  [i23]
  Jinrong Yang,Songtao Liu,Zeming Li,Xiaoping Li,Jian Sun:
  Real-time Object Detection for Streaming Perception.CoRRabs/2203.12338 (2022)
• 
  [i22]
  Hongyu Zhou,Zheng Ge,Songtao Liu,Weixin Mao,Zeming Li,Haiyan Yu,Jian Sun:
  Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection.CoRRabs/2207.02541 (2022)
• 
  [i21]
  Jinrong Yang,Songtao Liu,Zeming Li,Xiaoping Li,Jian Sun:
  StreamYOLO: Real-time Object Detection for Streaming Perception.CoRRabs/2207.10433 (2022)
• 
  [i20]
  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.CoRRabs/2207.10909 (2022)
• 
  [i19]
  Songtao Liu,Rex Ying,Hanze Dong,Lu Lin,Jinghui Chen,Dinghao Wu:
  How Powerful is Implicit Denoising in Graph Neural Networks.CoRRabs/2209.14514 (2022)
• 
  [i18]
  Songtao Liu,Rex Ying,Zuobai Zhang,Peilin Zhao,Jian Tang,Lu Lin,Dinghao Wu:
  Metro: Memory-Enhanced Transformer for Retrosynthetic Planning via Reaction Tree.CoRRabs/2209.15315 (2022)
• 
  [i17]
  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.CoRRabs/2212.01568 (2022)
• 2021
• 
  [j8]
  Zheng Ge,Jianfeng Wang,Xin Huang,Songtao Liu,Osamu Yoshie:
  LLA: Loss-aware label assignment for dense pedestrian detection.Neurocomputing462:272-281 (2021)
• 
  [c32]
  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.CCWC2021:1585-1587
• 
  [c31]
  Zheng Ge,Songtao Liu,Zeming Li,Osamu Yoshie,Jian Sun:
  OTA: Optimal Transport Assignment for Object Detection.CVPR2021:303-312
• 
  [c30]
  Yuchen Ma,Songtao Liu,Zeming Li,Jian Sun:
  IQDet: Instance-Wise Quality Distribution Sampling for Object Detection.CVPR2021:1717-1725
• 
  [c29]
  Lin Song,Songyang Zhang,Songtao Liu,Zeming Li,Xuming He,Hongbin Sun,Jian Sun,Nanning Zheng:
  Dynamic Grained Encoder for Vision Transformers.NeurIPS2021:5770-5783
• 
  [c28]
  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.OFC2021:1-3
• 
  [c27]
  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,Matt Sysak,Chen Sun:
  An Error-free 1 Tbps WDM Optical I/O Chiplet and Multi-wavelength Multi-port Laser.OFC2021:1-3
• 
  [i16]
  Zheng Ge,Jianfeng Wang,Xin Huang,Songtao Liu,Osamu Yoshie:
  LLA: Loss-aware Label Assignment for Dense Pedestrian Detection.CoRRabs/2101.04307 (2021)
• 
  [i15]
  Zeming Li,Songtao Liu,Jian Sun:
  Momentum^2 Teacher: Momentum Teacher with Momentum Statistics for Self-Supervised Learning.CoRRabs/2101.07525 (2021)
• 
  [i14]
  Zheng Ge,Songtao Liu,Zeming Li,Osamu Yoshie,Jian Sun:
  OTA: Optimal Transport Assignment for Object Detection.CoRRabs/2103.14259 (2021)
• 
  [i13]
  Yuchen Ma,Songtao Liu,Zeming Li,Jian Sun:
  IQDet: Instance-wise Quality Distribution Sampling for Object Detection.CoRRabs/2104.06936 (2021)
• 
  [i12]
  Zheng Ge,Songtao Liu,Feng Wang,Zeming Li,Jian Sun:
  YOLOX: Exceeding YOLO Series in 2021.CoRRabs/2107.08430 (2021)
• 
  [i11]
  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.CoRRabs/2108.04230 (2021)
• 
  [i10]
  Songtao Liu,Hanze Dong,Lanqing Li,Tingyang Xu,Yu Rong,Peilin Zhao,Junzhou Huang,Dinghao Wu:
  Local Augmentation for Graph Neural Networks.CoRRabs/2109.03856 (2021)
• 2020
• 
  [j7]
  Yongbo Chen,Brenton Leighton,Huishen Zhu,Xijun Ke,Songtao Liu,Liang Zhao:
  Submap-Based Indoor Navigation System for the Fetch Robot.IEEE Access8:81479-81491 (2020)
• 
  [j6]
  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].JOCN12(12):443-456 (2020)
• 
  [j5]
  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):2544-2556 (2020)
• 
  [c26]
  Yangtao Zheng,Di Huang,Songtao Liu,Yunhong Wang:
  Cross-domain Object Detection through Coarse-to-Fine Feature Adaptation.CVPR2020:13763-13772
• 
  [c25]
  Jiaxi Wu,Songtao Liu,Di Huang,Yunhong Wang:
  Multi-scale Positive Sample Refinement for Few-Shot Object Detection.ECCV (16)2020:456-472
• 
  [c24]
  Han Qiu,Yuchen Ma,Zeming Li,Songtao Liu,Jian Sun:
  BorderDet: Border Feature for Dense Object Detection.ECCV (1)2020:549-564
• 
  [c23]
  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.OFC2020:1-3
• 
  [c22]
  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.OFC2020:1-3
• 
  [i9]
  Yangtao Zheng,Di Huang,Songtao Liu,Yunhong Wang:
  Cross-domain Object Detection through Coarse-to-Fine Feature Adaptation.CoRRabs/2003.10275 (2020)
• 
  [i8]
  Benjin Zhu,Jianfeng Wang,Zhengkai Jiang,Fuhang Zong,Songtao Liu,Zeming Li,Jian Sun:
  AutoAssign: Differentiable Label Assignment for Dense Object Detection.CoRRabs/2007.03496 (2020)
• 
  [i7]
  Jiaxi Wu,Songtao Liu,Di Huang,Yunhong Wang:
  Multi-Scale Positive Sample Refinement for Few-Shot Object Detection.CoRRabs/2007.09384 (2020)
• 
  [i6]
  Han Qiu,Yuchen Ma,Zeming Li,Songtao Liu,Jian Sun:
  BorderDet: Border Feature for Dense Object Detection.CoRRabs/2007.11056 (2020)
• 
  [i5]
  Songtao Liu,Zeming Li,Jian Sun:
  Self-EMD: Self-Supervised Object Detection without ImageNet.CoRRabs/2011.13677 (2020)

• 2019
• 
  [j4]
  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.135:359-367 (2019)
• 
  [j3]
  Hui Wang,Wen Li,Haitao Liu,Jianxin Zhang,Songtao Liu:
  Conceptual design and dimensional synthesis of a novel parallel mechanism for lower-limb rehabilitation.Robotica37(3):469-480 (2019)
• 
  [c21]
  Songtao Liu,Di Huang,Yunhong Wang:
  Adaptive NMS: Refining Pedestrian Detection in a Crowd.CVPR2019:6459-6468
• 
  [c20]
  Huishen Zhu,Brenton Leighton,Yongbo Chen,Xijun Ke,Songtao Liu,Liang Zhao:
  Indoor Navigation System Using the Fetch Robot.ICIRA (4)2019:686-696
• 
  [c19]
  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.OFC2019:1-3
• 
  [c18]
  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.OFC2019:1-3
• 
  [c17]
  Songtao Liu,Xinru Wu,Minh A. Tran,Duanni Huang,Justin Norman,Daehwan Jung,Arthur Gossard,John E. Bowers:
  High performance lasers on Si.OECC/PSC2019:1-3
• 
  [i4]
  Songtao Liu,Di Huang,Yunhong Wang:
  Adaptive NMS: Refining Pedestrian Detection in a Crowd.CoRRabs/1904.03629 (2019)
• 
  [i3]
  Songtao Liu,Lingwei Chen,Hanze Dong,Zihao Wang,Dinghao Wu,Zengfeng Huang:
  Higher-order Weighted Graph Convolutional Networks.CoRRabs/1911.04129 (2019)
• 
  [i2]
  Songtao Liu,Di Huang,Yunhong Wang:
  Learning Spatial Fusion for Single-Shot Object Detection.CoRRabs/1911.09516 (2019)
• 2018
• 
  [c16]
  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.DRC2018:1-2
• 
  [c15]
  Songtao Liu,Di Huang,Yunhong Wang:
  Receptive Field Block Net for Accurate and Fast Object Detection.ECCV (11)2018:404-419
• 
  [c14]
  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.ECOC2018:1-3
• 
  [c13]
  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.OFC2018:1-3
• 2017
• 
  [i1]
  Songtao Liu,Di Huang,Yunhong Wang:
  Receptive Field Block Net for Accurate and Fast Object Detection.CoRRabs/1711.07767 (2017)
• 2016
• 
  [c12]
  Jingbo Guo,Jie Xu,Songtao Liu,Di Huang,Yunhong Wang:
  Occlusion-Robust Face Detection Using Shallow and Deep Proposal Based Faster R-CNN.CCBR2016:3-12
• 
  [c11]
  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.OFC2016:1-3
• 2015
• 
  [c10]
  Miao Zhang,Li Liu,Songtao Liu:
  Genetic Algorithm Based QoS-aware Service Composition in Multi-cloud.CIC2015:113-118
• 2013
• 
  [c9]
  Li Liu,Yuanzhuo Wang,Songtao Liu:
  Model of Opinion Interactions Base on Evolutionary Game in Social Network.ICIC (2)2013:64-72
• 
  [c8]
  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.Image Processing2013:86691Q
• 2012
• 
  [j2]
  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):842-851 (2012)
• 
  [c7]
  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.EMBC2012:5327-5330
• 
  [c6]
  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.Image Processing2012:831429
• 2010
• 
  [c5]
  Jingfeng Shao,Jinfu Wang,Songtao Liu,Liping Yang:
  Production management and data processing system for the textile enterprise based on multi-Agent.IEEE ICCI2010:894-898

• 2009
• 
  [c4]
  Jingfeng Shao,Yonggang Li,Bo Li,Songtao Liu,Lanshuang Qin:
  Design of Manufacturing Execution System Oriented to Spinning Workshop.CSIE (7)2009:386-390
• 2007
• 
  [c3]
  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)2007:79-87
• 2005
• 
  [c2]
  Li Liu,Yuanzhuo Wang,Yang Yang,Songtao Liu:
  Utility-based On-demand Heuristic Strategy to Grid Computing.ICAS/ICNS2005:86
• 2004
• 
  [j1]
  Jieping Ye,Ravi Janardan,Songtao Liu:
  Pairwise Protein Structure Alignment Based on an Orientation-independent Backbone Representation.J. Bioinform. Comput. Biol.2(4):699-718 (2004)
• 2003
• 
  [c1]
  Jieping Ye,Ravi Janardan,Songtao Liu:
  Pairwise Protein Structure Alignment Based on an Orientation-Independent Representation of the Backbone Geometry.ICTAI2003:2-8