Skip to content

Song Liu

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

113

Venues

55

Active years

2004–2026

Best venue rank

A*

Where they publish

Papers

113 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIGARNET: GoT-Based Alert Reduction and Narrative Event Tracing.Yiru Gong, Song Liu, Changzhi Zhao, Junrong Liu, Tian Tian, Xiaobo Yang, Bo Jiang, Zhigang Lu
2026AAAIKVmix: Gradient-Based Layer Importance-Aware Mixed-Precision Quantization for KV Cache.Fei Li, Song Liu, Weiguo Wu, Shiqiang Nie, Jinyu Wang
2026NDSSSACK: Systematic Generation of Function Substitution Attacks Against Control-Flow Integrity.Zhechang Zhang, Hengkai Ye, Song Liu, Hong Hu
2025AAAIDMT-RoleBench: A Dynamic Multi-Turn Dialogue Based Benchmark for Role-Playing Evaluation of Large Language Model and Agent.Dingbo Yuan, Yipeng Chen, Guodong Liu, Chenchen Li, Chengfu Tang, Dongxu Zhang, Zhenkui Wang, Xudong Wang, Song Liu
2025AISTATSHigh-Dimensional Differential Parameter Inference in Exponential Family using Time Score Matching.Daniel J. Williams, Leyang Wang, Qizhen Ying, Song Liu, Mladen Kolar
2025ICMLScore Matching with Missing Data.Josh Givens, Song Liu, Henry W. J. Reeve
2025ICPADSLightweight in-Network Flow Classification with Deep Differentiable Logic Gate Networks.Song Liu, Kaiwei Gao, Xinjing Yuan, Jianxin Shi, Lingjun Pu
2025ICRAA Light-Weight Framework for Open-Set Object Detection with Decoupled Feature Alignment in Joint Space.Yonghao He, Hu Su, Haiyong Yu, Cong Yang, Wei Sui, Cong Wang, Song Liu
2025IROSOscillation Suppression of Acoustic Trapping: A Disturbance Observer-based Approach.Yuyu Jia, Yizhou Gong, Mingyue Wang, Zhenhuan Sun, Yalin Shi, Yang Wang, Song Liu
2025IROSIoU-Aware Clustering for Anchor Configuration Determination in Efficient Defect Detection.Yuhao Zhao, Hongxuan Ma, Wei Zou, Zhe Liu, Hu Su, Song Liu
2025ICRAIn-Plane Manipulation of Soft Micro-Fiber with Ultrasonic Transducer Array and Microscope.Jieyun Zou, Siyuan An, Mingyue Wang, Jiaqi Li, Yalin Shi, Youfu Li, Song Liu
2025ICSECode Comment Inconsistency Detection and Rectification Using a Large Language Model.Guoping Rong, Yongda Yu, Song Liu, Xin Tan, Tianyi Zhang, Haifeng Shen, Jidong Hu
2025IWQoSLibra: Novel LLM Token Streaming via Region-Based Task Scheduling and Token Bundling.Chengjin Zhou, Song Liu, Xinjing Yuan, Jianxin Shi, Yuan Zhang, Lingjun Pu
2025SMCA Disease Feature Fusion and Drug Constraint Decision GNN Model for Personalized Drug Recommendation.Zan Kong, Wentong Wan, Jing Zhao, Song Liu
2025SMCA Retrieval Filtering and Thought Enhancement Framework for Function-Level Code Generation Based on Large Language Model.Chao Wu, Pusheng Zhang, Xuesong Jiang, Song Liu
2025SMCA Triplet Optimization and Difference Detail Perception Network with Adaptive Feature Enhancement for Radiology Report Generation.Yijie Zeng, Zhen Zhang, Wenfeng Jiang, Song Liu
2025UAIGuiding Time-Varying Generative Models with Natural Gradients on Exponential Family Manifold.Song Liu, Leyang Wang, Yakun Wang
2024CSCWDDeep Dive into Insider Threats: Malicious Activity Detection within Enterprise.Haitao Xiao, Dan Du, Junrong Liu, Song Liu, Yan Zhu, Yuling Liu, Zhigang Lu
2024ICASSPA Cross Search Method for Data Augmentation in Neural Machine Translation.Mengchao Zhang, Mei Tu, Fan Zhang, Song Liu
2024ICMLMinimizing f-Divergences by Interpolating Velocity Fields.Song Liu, Jiahao Yu, Jack Simons, Mingxuan Yi, Mark Beaumont
2024ICMLSequential Neural Score Estimation: Likelihood-Free Inference with Conditional Score Based Diffusion Models.Louis Sharrock, Jack Simons, Song Liu, Mark Beaumont
2024ICRAAutomated Surgical Knot Tying on Mini-Incision with Micro-Suture based on Dual-Arm Nanorobot under Stereo Microscope.Yujie Jiang, Xiang Fu, Chengxi Zhong, Teng Li, Haojian Lu, Song Liu
2024IROSReal-Time Particle Cluster Manipulation with Holographic Acoustic End-Effector under Microscope.Siyuan An, Chengxi Zhong, Mingyue Wang, Shudong Wang, Haojian Lu, Jiaqi Li, Youfu Li, Song Liu
2024IROSNanoNeRF: Robot-assisted Nanoscale 360° reconstruction with neural radiance field under scanning electron microscope.Xiang Fu, Yifan Xu, Shudong Wang, Haojian Lu, Jiaqi Li, Youfu Li, Hu Su, Song Liu
2024IROSData-Driven Modeling of Ground Effect For UAV Landing on a Vertical Oscillating Platform.Binglin He, Heng Zhang, Baisheng Lai, Song Liu, Yang Wang
2024IROSDynamic Modeling of Robotic Fish considering Background Flow using Koopman Operators.Xiaozhu Lin, Song Liu, Chengyuan Liu, Yang Wang
2024IROSBinary Amplitude-Only Hologram Generation for Acoustic End-Effector Design by Physics-based deep learning.Qing Liu, Hu Su, Jiaqi Li, Youfu Li, Zhiyuan Zhang, Song Liu
2024ISPAMAD-LLM: A Novel Approach for Alert-Based Multi-stage Attack Detection via LLM.Dan Du, Xingmao Guan, Yuling Liu, Bo Jiang, Song Liu, Huamin Feng, Junrong Liu
2024NAACLA Lightweight Mixture-of-Experts Neural Machine Translation Model with Stage-wise Training Strategy.Fan Zhang, Mei Tu, Song Liu, Jinyao Yan
2024NPC$\mathbf {L^2SCD}$: Low-Latency Serverless Computing Dispatcher via Programmable Network Hardware.Song Liu, Yangyu Luo, Jiapei Xu, Xinjing Yuan, Jianzhong Zhang
2024SMCAn Entity Relation Extraction Framework Based on Large Language Model and Multi-Tasks Iterative Prompt Engineering.Haibin Geng, Chenglong Shi, Xuesong Jiang, Zan Kong, Song Liu
2024SMCA Novel 3D Medical Image Segmentation Model Using Improved SAM.Yuansen Kuang, Xitong Ma, Jing Zhao, Guangchen Wang, Yijie Zeng, Song Liu
2024SMCA Cross-Modal Interactive Memory Network Based on Fine-Grained Medical Feature Extraction for Radiology Report Generation.Xitong Ma, Yuansen Kuang, Lin Yuan, Cheng Tian, Yijie Zeng, Song Liu
2024SMCA Collaborative Heterogeneous Graph Neural Network for Personalized News Recommendation.Chenglong Shi, Haibin Geng, Wenfeng Jiang, Jinbao Li, Chao Wu, Song Liu
2024WWWContraMTD: An Unsupervised Malicious Network Traffic Detection Method based on Contrastive Learning.Xueying Han, Susu Cui, Jian Qin, Song Liu, Bo Jiang, Cong Dong, Zhigang Lu, Baoxu Liu
2023AISTATSDensity Ratio Estimation and Neyman Pearson Classification with Missing Data.Josh Givens, Song Liu, Henry W. J. Reeve
2023ICMLApproximate Stein Classes for Truncated Density Estimation.Daniel J. Williams, Song Liu
2023ICMLMonoFlow: Rethinking Divergence GANs via the Perspective of Wasserstein Gradient Flows.Mingxuan Yi, Zhanxing Zhu, Song Liu
2023IROSMoEmo Vision Transformer: Integrating Cross-Attention and Movement Vectors in 3D Pose Estimation for HRI Emotion Detection.David C. Jeong, Tianma Shen, Hongji Liu, Raghav Kapoor, Casey Nguyen, Song Liu, Christopher A. Kitts
2023IROSUltrafast Acoustic Holography with Physics-Reinforced Self-Supervised Learning for Precise Robotic Manipulation.Qingyi Lu, Chengxi Zhong, Qing Liu, Teng Li, Hu Su, Song Liu
2023ISCASAn Novel Interpretable Fine-grained Image Classification Model Based on Improved Neural Prototype Tree.Jin'an Cui, Jinghao Gong, Guangchen Wang, Jinbao Li, Xiaoyu Liu, Song Liu
2023ICRANoncontact Particle Manipulation on Water Surface with Ultrasonic Phased Array System and Microscopic Vision.Yexin Zhang, Jiaqi Li, Yuyu Jia, Teng Li, Yang Wang, David C. Jeong, Hu Su, Song Liu
2023ICRAReal-time Acoustic Holography with Iterative Unsupervised Learning for Acoustic Robotic Manipulation.Chengxi Zhong, Zhenhuan Sun, Teng Li, Hu Su, Song Liu
2023SMCA Dynamic Global Semantic Fusion GNN Model For Commonsense Question Answering.Jinbao Li, Guangchen Wang, Cheng Tian, Song Liu
2023SMCA Novel Multimodal Prototype Network for Interpretable Medical Image Classification.Guangchen Wang, Jinbao Li, Cheng Tian, Xitong Ma, Song Liu
2023TrustComDP-ProtoNet: An interpretable dual path prototype network for medical image diagnosis.Luyue Kong, Ling Gong, Guangchen Wang, Song Liu
2023TrustComAn Instruction Inference Graph Optimal Transport Network Model For Biomedical Commonsense Question Answering.Luyue Kong, Shu Zhang, Jinbao Li, Song Liu
2023TrustComA residual attention-based privacy-preserving biometrics model of transcriptome prediction from genome.Cheng Tian, Song Liu, Jinbao Li, Guangchen Wang, Luyue Kong
2022ACMLSliced Wasserstein variational inference.Mingxuan Yi, Song Liu
2022APCCA Novel Adaptive Data Prefetching Scheme in Satellite-ground Integrated Networks with Edge Caching.Song Liu, Chengchao Liang
2022ASPLOSIOCost: block IO control for containers in datacenters.Tejun Heo, Dan Schatzberg, Andrew Newell, Song Liu, Saravanan Dhakshinamurthy, Iyswarya Narayanan, Josef Bacik, Chris Mason, Chunqiang Tang, Dimitrios Skarlatos
2022CVPRNTIRE 2022 Spectral Recovery Challenge and Data Set.Boaz Arad, Radu Timofte, Rony Yahel, Nimrod Morag, Amir Bernat, Yuanhao Cai, Jing Lin, Zudi Lin, Haoqian Wang, Yulun Zhang, Hanspeter Pfister, Luc Van Gool, Shuai Liu, Yongqiang Li, Chaoyu Feng, Lei Lei, Jiaojiao Li, Songcheng Du, Chaoxiong Wu, Yihong Leng, Rui Song, Mingwei Zhang, Chongxing Song, Shuyi Zhao, Zhiqiang Lang, Wei Wei, Lei Zhang, Renwei Dian, Tianci Shan, Anjing Guo, Chengguo Feng, Jinyang Liu, Mirko Agarla, Simone Bianco, Marco Buzzelli, Luigi Celona, Raimondo Schettini, Jiang He, Yi Xiao, Jiajun Xiao, Qiangqiang Yuan, Jie Li, Liangpei Zhang, Taesung Kwon, Dohoon Ryu, Hyokyoung Bae, Hao-Hsiang Yang, Hua-En Chang, Zhi-Kai Huang, Wei-Ting Chen, Sy-Yen Kuo, Junyu Chen, Haiwei Li, Song Liu, Sabari Nathan, K. Uma, B. Sathya Bama, S. Mohamed Mansoor Roomi
2022DSNA Chinese Multi-modal Relation Extraction Model for Internet Security of Finance.Qinghan Lai, Shuai Ding, Jinghao Gong, Jin'an Cui, Song Liu
2022ICASSPASR Error Correction with Dual-Channel Self-Supervised Learning.Fan Zhang, Mei Tu, Song Liu, Jinyao Yan
2022IROSReal-time Acoustic Holography with Physics-based Deep Learning for Acoustic Robotic Manipulation.Chengxi Zhong, Zhenhuan Sun, Kunyong Lyu, Yao Guo, Song Liu
2022ISCASA Novel Deep Learning Model for Link Prediction of Knowledge Graph.Shuai Ding, Qinghan Lai, Zihan Zhou, Jinghao Gong, Jin'an Cui, Song Liu
2022ICSELarge-scale Security Measurements on the Android Firmware Ecosystem.Qinsheng Hou, Wenrui Diao, Yanhao Wang, Xiaofeng Liu, Song Liu, Lingyun Ying, Shanqing Guo, Yuanzhi Li, Meining Nie, Haixin Duan
2022SMCDocument-Level Joint Biomedical Event Extraction Model Using Hypergraph Convolutional Networks.Jinghao Gong, Jin'an Cui, Qinghan Lai, Song Liu
2022SecureCommCapsITD: Malicious Insider Threat Detection Based on Capsule Neural Network.Haitao Xiao, Chen Zhang, Song Liu, Bo Jiang, Zhigang Lu, Fei Wang, Yuling Liu
2021AAAIA General Class of Transfer Learning Regression without Implementation Cost.Shunya Minami, Song Liu, Stephen Wu, Kenji Fukumizu, Ryo Yoshida
2021ICASSPSERN: Stance Extraction and Reasoning Network for Fake News Detection.Jianhui Xie, Song Liu, Ruixin Liu, Yinghong Zhang, Yuesheng Zhu
2021ICCVHiT: Hierarchical Transformer with Momentum Contrast for Video-Text Retrieval.Song Liu, Haoqi Fan, Shengsheng Qian, Yiru Chen, Wenkui Ding, Zhongyuan Wang
2021ICRASimultaneous Precision Assembly of Multiple Objects through Coordinated Micro-robot Manipulation.Song Liu, Yuyu Jia, Youfu Li, Yao Guo, Haojian Lu
2021IJCNNHomogeneous Symptom Graph Attentive Reasoning Network for Herb Recommendation.Yinghong Zhang, Song Liu, Jianhui Xie, Ruixing Liu, Yuesheng Zhu, Zhiqiang Bai
2021ISCASJoint 2D Object Detection and 3D Reconstruction via Adversarial Fusion Mesh R-CNN.Zihan Zhou, Qinghan Lai, Shuai Ding, Song Liu
2021ISPAHexagonal Tiling based Multiple FPGAs Stencil Computation Acceleration and Optimization Methodology.Jinyu Wang, Yifei Kang, Yiwen Li, Weiguo Wu, Song Liu, Longxiang Wang
2021IWCMCDuration-aware Data Collection in UAV-aided Mobile Sensor Networks.Xiaoyan Ma, Tianyi Liu, Rahim Kacimi, Riadh Dhaou, Song Liu
2021TrustComFLDDoS: DDoS Attack Detection Model based on Federated Learning.Jiachao Zhang, Peiran Yu, Le Qi, Song Liu, Haiyu Zhang, Jianzhong Zhang
2020ICIPSeg-Hashnet: Semantic Segmentation Based Unsupervised Hashing.Meng Zhang, Song Liu, Yuesheng Zhu, Zhiqiang Bai, Jinlong Lin
2020IGARSSDeep Learning for Automatic Recognition of Oil Production Related Objects based on High-Resolution Remote Sensing Imagery.Nannan Zhang, Hang Zhao, Yang Liu, Song Liu, Zhiguo Ma, Hongyan Guo, Wentong Dong, Hongying Zhou, Zhongyong Sun, Kaijun Qian
2020IGARSSSpectral Properties Analysis of Wastewater in Oil Field and Its Remote Sensing Detection With GF-2.Yang Liu, Nannan Zhang, Hongyan Guo, Shanhong Huang, Miaofen Huang, Song Liu
2020ISPAAn Improved Sparrow Search Algorithm.Wei Song, Song Liu, Xiaochun Wang, Weiguo Wu
2020SIGIRJoint-modal Distribution-based Similarity Hashing for Large-scale Unsupervised Deep Cross-modal Retrieval.Song Liu, Shengsheng Qian, Yang Guan, Jiawei Zhan, Long Ying
2020TrustComSTIDM: A Spatial and Temporal Aware Intrusion Detection Model.Xueying Han, Rongchao Yin, Zhigang Lu, Bo Jiang, Yuling Liu, Song Liu, Chonghua Wang, Ning Li
2019HPCCA Session-Packets-Based Encrypted Traffic Classification Using Capsule Neural Networks.Susu Cui, Bo Jiang, Zhenzhen Cai, Zhigang Lu, Song Liu, Jian Liu
2019ICA3PPAccelerating Lattice Boltzmann Method by Fully Exposing Vectorizable Loops.Bin Qu, Song Liu, Hailong Huang, Jiajun Yuan, Qian Wang, Weiguo Wu
2019ICMLHeterogeneous Model Reuse via Optimizing Multiparty Multiclass Margin.Xi-Zhu Wu, Song Liu, Zhi-Hua Zhou
2019ICTAIDeep Captioning Hashing Network for Complex Scene Image Retrieval.Song Liu, Jiawei Zhan, Zhengding Luo, Gege Qi, Zhiqiang Bai, Yuesheng Zhu
2019ICTAIA Robust Single-Sensor Face and Iris Biometric Identification System Based on Multimodal Feature Extraction Network.Zhengding Luo, Qinghua Gu, Gege Qi, Song Liu, Yuesheng Zhu, Zhiqiang Bai
2019ICTAISelf-Learned Feature Reconstruction and Offset-Dilated Feature Fusion for Real-Time Semantic Segmentation.Gege Qi, Lin Pan, Song Liu, Zhengding Luo, Yuesheng Zhu
2018HCIResearch on Conversational User Interface in Financial Scenario.Lei Wang, Song Liu
2017HCIInteractive Image Segmentation Method of Eye Movement Data and EEG Data.Jiacai Zhang, Song Liu, Jialiang Li
2017ISPAAccelerating the Parallelization of Lattice Boltzmann Method by Exploiting the Temporal Locality.Song Liu, Nianjun Zou, Yuanzhen Cui, Weiguo Wu
2017PDCATAn Efficient Locality-Aware Task Assignment Algorithm for Minimizing Shared Cache Contention.Song Liu, Xiao Xie, Yuanzhen Cui, Weiguo Wu
2017SENSYSSmartLight: Light-weight 3D Indoor Localization Using a Single LED Lamp.Song Liu, Tian He
2016ICMLStructure Learning of Partitioned Markov Networks.Song Liu, Taiji Suzuki, Masashi Sugiyama, Kenji Fukumizu
2016ICPRLarge-scale Isolated Gesture Recognition using Convolutional Neural Networks.Pichao Wang, Wanqing Li, Song Liu, Zhimin Gao, Chang Tang, Philip Ogunbona
2016ICPRLarge-scale Continuous Gesture Recognition Using Convolutional Neural Networks.Pichao Wang, Wanqing Li, Song Liu, Yuyao Zhang, Zhimin Gao, Philip Ogunbona
2016ICPRA Large Scale RGB-D Dataset for Action Recognition.Jing Zhang, Wanqing Li, Pichao Wang, Philip Ogunbona, Song Liu, Chang Tang
2016SDMEstimating Posterior Ratio for Classification: Transfer Learning from Probabilistic Perspective.Song Liu, Kenji Fukumizu
2015AAAISupport Consistency of Direct Sparse-Change Learning in Markov Networks.Song Liu, Taiji Suzuki, Masashi Sugiyama
2015DICTACreating Simplified 3D Models with High Quality Textures.Song Liu, Wanqing Li, Philip Ogunbona, Yang-Wai Chow
2015EMNLPModeling Relation Paths for Representation Learning of Knowledge Bases.Yankai Lin, Zhiyuan Liu, Huan-Bo Luan, Maosong Sun, Siwei Rao, Song Liu
2015ISMPlanogram Compliance Checking Using Recurring Patterns.Song Liu, Hongda Tian
2014AISTATSBias Reduction and Metric Learning for Nearest-Neighbor Estimation of Kullback-Leibler Divergence.Yung-Kyun Noh, Masashi Sugiyama, Song Liu, Marthinus Christoffel du Plessis, Frank Chongwoo Park, Daniel D. Lee
2012GLOBECOMImpact of tracking errors on dual diversity structure over the free space optics links.Peng Liu, Song Liu, Mitsuji Matsumoto
2012SSPRChange-Point Detection in Time-Series Data by Relative Density-Ratio Estimation.Song Liu, Makoto Yamada, Nigel Collier, Masashi Sugiyama
2011ASPLOSFlikker: saving DRAM refresh-power through critical data partitioning.Song Liu, Karthik Pattabiraman, Thomas Moscibroda, Benjamin G. Zorn
2011DATEEfficient parameter variation sampling for architecture simulations.Feng Lu, Russ Joseph, Goce Trajcevski, Song Liu
2011HPCAHardware/software techniques for DRAM thermal management.Song Liu, Brian Leung, Alexander Neckar, Seda Ogrenci Memik, Gokhan Memik, Nikos Hardavellas
2011ISCASA Comprehensive Tapered buffer optimization algorithm for unified design metrics.Song Liu, Seda Ogrenci Memik, Yehea I. Ismail
2009INFOCOMALDO: An Anomaly Detection Framework for Dynamic Spectrum Access Networks.Song Liu, Yingying Chen, Wade Trappe, Larry J. Greenstein
2009SECONEmpirical Evaluation of the Limits on Localization Using Signal Strength.Gayathri Chandrasekaran, Mesut Ali Ergin, Jie Yang, Song Liu, Yingying Chen, Marco Gruteser, Richard P. Martin
2008DACA power and temperature aware DRAM architecture.Song Liu, Seda Ogrenci Memik, Yu Zhang, Gokhan Memik
2008GLOBECOMEmission Characteristics and Interference Constraint of Overhead Medium-Voltage Broadband Power Line (BPL) Systems.Song Liu, Larry J. Greenstein
2008IJCNNProtein localization on cellular images with Markov random fields.Song Liu, Jagath C. Rajapakse
2008ICSAn approach for adaptive DRAM temperature and power management.Song Liu, Seda Ogrenci Memik, Yu Zhang, Gokhan Memik
2007ACCNonlinear robust control for coordinated excitation and governor of hydroturbine generator sets.Donghai Li, Xirong Ning, Jinli Chen, Yali Xue, Song Liu
2007GLOBECOMModeling and Interference Evaluation of Overhead Medium-Voltage Broadband Power Line (BPL) Systems.Song Liu, Larry J. Greenstein
2007ICDEUsing Control Theory for Load Shedding in Data Stream Management.Yi-Cheng Tu, Song Liu, Sunil Prabhakar, Bin Yao, William Schroeder
2006VLDBLoad Shedding in Stream Databases: A Control-Based Approach.Yi-Cheng Tu, Song Liu, Sunil Prabhakar, Bin Yao
2005DEXAControl-Based Quality Adaptation in Data Stream Management Systems.Yi-Cheng Tu, Mohamed Hefeeda, Yuni Xia, Sunil Prabhakar, Song Liu
2004CoopISOntology for Nature-Scene Image Retrieval.Song Liu, Liang-Tien Chia, Syin Chan