Shang Liu

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 64

Top Topics

Failure Detection

Tensor Factorization

Keyword Queries

Top Venues

Publications

Ziqi Yin, Shanshan Feng, Shang Liu, Gao Cong, Yew Soon Ong, Bin Cui
LIST: Learning to Index Spatio-Textual Data for Embedding based Spatial Keyword Queries. CoRR (2024)
Wenji Fang, Mengming Li, Min Li, Zhiyuan Yan, Shang Liu, Hongce Zhang, Zhiyao Xie
AssertLLM: Generating and Evaluating Hardware Verification Assertions from Design Specifications via Multi-LLMs. CoRR (2024)
Wenji Fang, Shang Liu, Hongce Zhang, Zhiyao Xie
Annotating Slack Directly on Your Verilog: Fine-Grained RTL Timing Evaluation for Early Optimization. CoRR (2024)
Shang Liu, Yang Cao, Takao Murakami, Jinfei Liu, Masatoshi Yoshikawa
CARGO: Crypto-Assisted Differentially Private Triangle Counting Without Trusted Servers. ICDE (2024)
Shang Liu, Yang Cao, Takao Murakami, Weiran Liu, Seng Pei Liew, Tsubasa Takahashi, Jinfei Liu, Masatoshi Yoshikawa
Federated Graph Analytics with Differential Privacy. CoRR (2024)
Shang Liu, Miao He, Zhiqiang Wu, Peng Lu, Weixi Gu
Spatial-temporal graph neural network traffic prediction based load balancing with reinforcement learning in cellular networks. Inf. Fusion 103 (2024)
Jiayi Xie, Shang Liu, Gao Cong, Zhenzhong Chen
UnifiedSSR: A Unified Framework of Sequential Search and Recommendation. WWW (2024)
Yao Lu, Shang Liu, Qijun Zhang, Zhiyao Xie
RTLLM: An Open-Source Benchmark for Design RTL Generation with Large Language Model. ASPDAC (2024)
Hanzhao Wang, Yu Pan, Fupeng Sun, Shang Liu, Kalyan T. Talluri, Guanting Chen, Xiaocheng Li
Understanding the Training and Generalization of Pretrained Transformer for Sequential Decision Making. CoRR (2024)
Kuo Guo, Jia Chen, Qi Xu, Fei Song, Xu Huang, Shang Liu, Dongsheng Qian, Jun Zhu, Ruyun Zhang, Keping Long
CollaSFC: An Intelligent Collaborative Approach for In-network SFC Failure Detection in Data Center for AI Computing. NAIC (2024)
Xiaocheng Li, Shang Liu, Chunlin Sun, Hanzhao Wang
When No-Rejection Learning is Consistent for Regression with Rejection. AISTATS (2024)
Shang Liu, Zhongze Cai, Guanting Chen, Xiaocheng Li
Towards Better Understanding of In-Context Learning Ability from In-Context Uncertainty Quantification. CoRR (2024)
Zhongze Cai, Shang Liu, Hanzhao Wang, Huaiyang Zhong, Xiaocheng Li
Towards Better Statistical Understanding of Watermarking LLMs. CoRR (2024)
Yao Lu, Shang Liu, Qijun Zhang, Zhiyao Xie
RTLLM: An Open-Source Benchmark for Design RTL Generation with Large Language Model. CoRR (2023)
Wenji Fang, Yao Lu, Shang Liu, Qijun Zhang, Ceyu Xu, Lisa Wu Wills, Hongce Zhang, Zhiyao Xie
MasterRTL: A Pre-Synthesis PPA Estimation Framework for Any RTL Design. CoRR (2023)
Chunlin Sun, Shang Liu, Xiaocheng Li
Maximum Optimality Margin: A Unified Approach for Contextual Linear Programming and Inverse Linear Programming. CoRR (2023)
Shang Liu, Yang Cao, Takao Murakami, Jinfei Liu, Masatoshi Yoshikawa
CARGO: Crypto-Assisted Differentially Private Triangle Counting without Trusted Servers. CoRR (2023)
Shang Liu, Gao Cong, Kaiyu Feng, Wanli Gu, Fuzheng Zhang
Effectiveness Perspectives and a Deep Relevance Model for Spatial Keyword Queries. Proc. ACM Manag. Data 1 (1) (2023)
Shang Liu, Xiaocheng Li
Understanding Uncertainty Sampling. CoRR (2023)
Wenji Fang, Yao Lu, Shang Liu, Qijun Zhang, Ceyu Xu, Lisa Wu Wills, Hongce Zhang, Zhiyao Xie
MasterRTL: A Pre-Synthesis PPA Estimation Framework for Any RTL Design. ICCAD (2023)
Chunlin Sun, Shang Liu, Xiaocheng Li
Maximum Optimality Margin: A Unified Approach for Contextual Linear Programming and Inverse Linear Programming. ICML (2023)
Jiayi Xie, Shang Liu, Gao Cong, Zhenzhong Chen
UnifiedSSR: A Unified Framework of Sequential Search and Recommendation. CoRR (2023)
Salvatore Meraglia, Giovanni Gozzini, Shang Liu, Davide Invernizzi
Adaptive Control for High-Performance Trajectory Tracking in Multirotor UAVs. CoDIT (2023)
Dongyang Li, Hao Luo, Pichao Wang, Zhibin Wang, Shang Liu, Fan Wang
Frequency Domain Disentanglement for Arbitrary Neural Style Transfer. AAAI (2023)
Shang Liu, Huadong Wang, Yuan Hu, Mengting Zhang, Yixuan Zhu, Zhibin Wang, Dongyang Li, Mingyang Yang, Fan Wang
Land Use and Land Cover Mapping in China Using Multimodal Fine-Grained Dual Network. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Kuo Guo, Jia Chen, Ping Dong, Tao Zou, Jun Zhu, Xu Huang, Shang Liu, Chenxi Liao
DTFL: A Digital Twin-Assisted Graph Neural Network Approach for Service Function Chains Failure Localization. IEEE Trans. Cloud Comput. 11 (4) (2023)
Shang Liu, Zhongze Cai, Xiaocheng Li
Distribution-Free Model-Agnostic Regression Calibration via Nonparametric Methods. CoRR (2023)
Shang Liu, Zhongze Cai, Xiaocheng Li
Distribution-Free Model-Agnostic Regression Calibration via Nonparametric Methods. NeurIPS (2023)
Shang Liu, Wenji Fang, Yao Lu, Qijun Zhang, Hongce Zhang, Zhiyao Xie
RTLCoder: Outperforming GPT-3.5 in Design RTL Generation with Our Open-Source Dataset and Lightweight Solution. CoRR (2023)
Xiaocheng Li, Shang Liu, Chunlin Sun, Hanzhao Wang
When No-Rejection Learning is Optimal for Regression with Rejection. CoRR (2023)
Yile Chen, Xiucheng Li, Gao Cong, Cheng Long, Zhifeng Bao, Shang Liu, Wanli Gu, Fuzheng Zhang
Points-of-Interest Relationship Inference with Spatial-enriched Graph Neural Networks. CoRR (2022)
Shang Liu, Yang Cao, Takao Murakami, Masatoshi Yoshikawa
A Crypto-Assisted Approach for Publishing Graph Statistics with Node Local Differential Privacy. Big Data (2022)
Kuo Guo, Jia Chen, Ping Dong, Shang Liu, Deyun Gao
FullSight: A Feasible Intelligent and Collaborative Framework for Service Function Chains Failure Detection. IEEE Trans. Netw. Serv. Manag. 19 (4) (2022)
Shang Liu, Xiaobao Wei, Lulu Wang, Jing Zhang, Boyu Li, Haosong Yue
Center-of-Mass-based Robust Grasp Pose Adaptation Using RGBD Camera and Force/Torque Sensing. CoRR (2022)
Guoqing Zhang, Shang Liu, Jiangshuai Huang, Weidong Zhang
Dynamic Event-Triggered Path-Following Control of Underactuated Surface Vehicle With the Experiment Verification. IEEE Trans. Veh. Technol. 71 (10) (2022)
Shang Liu, Jianbin Tang
Distinguishing the Hook Effect in Lateral Flow Sandwich Immunoassays Using Deep-Learning Algorithm. ISAIMS (2022)
Shang Liu, Xiaoyu Chen, Hao Chen
CIRAN: extracting crowd interaction with residual attention network for pedestrian trajectory prediction. Int. J. Mach. Learn. Cybern. 13 (9) (2022)
Shang Liu, Yang Cao, Takao Murakami, Masatoshi Yoshikawa
A Crypto-Assisted Approach for Publishing Graph Statistics with Node Local Differential Privacy. CoRR (2022)
Shang Liu, Hailiang Cheng, Javaria Ashraf, Youping Zhang, Qiaolian Wang, Limin Lv, Man He, Guoli Song, Dongyun Zuo
Interpretation of convolutional neural networks reveals crucial sequence features involving in transcription during fiber development. BMC Bioinform. 23 (1) (2022)
Shang Liu, Jiashuo Jiang, Xiaocheng Li
Non-stationary Bandits with Knapsacks. NeurIPS (2022)
Guoqing Zhang, Shang Liu, Xianku Zhang, Wei-Dong Zhang
Event-Triggered Cooperative Formation Control for Autonomous Surface Vehicles Under the Maritime Search Operation. IEEE Trans. Intell. Transp. Syst. 23 (11) (2022)
Shang Liu, Jiashuo Jiang, Xiaocheng Li
Non-stationary Bandits with Knapsacks. CoRR (2022)
Jingyuan Ma, Zhan Shi, Shang Liu, Wang Zhang, Yutong Wu, Fang Wang, Dan Feng
LSM-Subgraph: Log-Structured Merge-Subgraph for Temporal Graph Processing. APWeb/WAIM (1) (2022)
Fei Huang, Zuliang Lu, Lin Li, Xiankui Wu, Shang Liu, Yin Yang
Numerical simulation for European and American option of risks in climate change of Three Gorges Reservoir Area. J. Num. Math. 30 (1) (2022)
Chenxi Liao, Jia Chen, Kuo Guo, Shang Liu, Jing Chen, Deyun Gao
MODECP: A Multi-Objective Based Approach for Solving Distributed Controller Placement Problem in Software Defined Network. Sensors 22 (15) (2022)
Yile Chen, Xiucheng Li, Gao Cong, Cheng Long, Zhifeng Bao, Shang Liu, Wanli Gu, Fuzheng Zhang
Points-of-Interest Relationship Inference with Spatial-enriched Graph Neural Networks. Proc. VLDB Endow. 15 (3) (2021)
Gui-Song Xia, Jian Ding, Ming Qian, Nan Xue, Jiaming Han, Xiang Bai, Michael Ying Yang, Shengyang Li, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang, Qiang Zhou, Chao-hui Yu, Kaixuan Hu, Yingjia Bu, Wenming Tan, Zhe Yang, Wei Li, Shang Liu, Jiaxuan Zhao, Tianzhi Ma, Zi-han Gao, Lingqi Wang, Yi Zuo, Licheng Jiao, Chang Meng, Hao Wang, Jiahao Wang, Yiming Hui, Zhuojun Dong, Jie Zhang, Qianyue Bao, Zixiao Zhang, Fang Liu
LUAI Challenge 2021 on Learning to Understand Aerial Images. ICCVW (2021)
Shang Liu, Xiaocheng Li
Online Bin Packing with Known T. CoRR (2021)
Kuo Guo, Jia Chen, Ping Dong, Yu Zhao, Deyun Gao, Shang Liu
FullSight: a Deep Learning based Collaborated Failure Detection Framework of Service Function Chain. APNOMS (2021)
Gui-Song Xia, Jian Ding, Ming Qian, Nan Xue, Jiaming Han, Xiang Bai, Michael Ying Yang, Shengyang Li, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang, Qiang Zhou, Chao-hui Yu, Kaixuan Hu, Yingjia Bu, Wenming Tan, Zhe Yang, Wei Li, Shang Liu, Jiaxuan Zhao, Tianzhi Ma, Zi-han Gao, Lingqi Wang, Yi Zuo, Licheng Jiao, Chang Meng, Hao Wang, Jiahao Wang, Yiming Hui, Zhuojun Dong, Jie Zhang, Qianyue Bao, Zixiao Zhang, Fang Liu
LUAI Challenge 2021 on Learning to Understand Aerial Images. CoRR (2021)
Shang Liu, Jiayi Xie, Cong Zou, Zhenzhong Chen
User Conditional Hashtag Recommendation for Micro-Videos. ICME (2020)
Shang Liu, Wanli Gu, Gao Cong, Fuzheng Zhang
Structural Relationship Representation Learning with Graph Embedding for Personalized Product Search. CIKM (2020)
Shuo Chen, Zhan Shi, Dan Feng, Shang Liu, Fang Wang, Lei Yang, Ruili Yu
CSMqGraph: Coarse-Grained and Multi-external-storage Multi-queue I/O Management for Graph Computing. Int. J. Parallel Program. 48 (1) (2020)
Shang Liu, Zhenzhong Chen, Hongyi Liu, Xinghai Hu
User-Video Co-Attention Network for Personalized Micro-video Recommendation. WWW (2019)
Shang Liu, Zhenzhong Chen
Sequential Behavior Modeling for Next Micro-Video Recommendation with Collaborative Transformer. ICME (2019)
Shang Liu, Yanping Chen, Yunqing Huang, Jie Zhou
An efficient two grid method for miscible displacement problem approximated by mixed finite element methods. Comput. Math. Appl. 77 (3) (2019)
Shang Liu, Zhenzhong Chen, Xiaolei Li
Time-semantic-aware Poisson tensor factorization approach for scalable hotel recommendation. Inf. Sci. 504 (2019)
Shang Liu, Zhan Shi, Dan Feng, Shuo Chen, Fang Wang, Yamei Peng
GraphScSh: Efficient I/O Scheduling and Graph Sharing for Concurrent Graph Processing. NPC (2019)
Shang Liu, Yanping Chen, Yunqing Huang, Jie Zhou
Two-grid methods for miscible displacement problem by Galerkin methods and mixed finite-element methods. Int. J. Comput. Math. 95 (8) (2018)
Shang Liu, Ishtiaq Ahmad, Ping Zhang, Zhi Zhang
Multi-user rate and power analysis in a cognitive radio network with massive multi-input multi-output. Frontiers Inf. Technol. Electron. Eng. 19 (5) (2018)
Yaosen Min, Shang Liu, Chenyao Lou, Xuefeng Cui
Learning Protein Structural Fingerprints under the Label-Free Supervision of Domain Knowledge. BIBM (2018)
Zhi Zhang, Wenjie Wang, Yuzhen Huang, Shang Liu
Decoupled 2-D Direction of Arrival Estimation in L-Shaped Array. IEEE Commun. Lett. 21 (9) (2017)
Yajie Yu, Hui Cao, Shang Liu, Shuo Yang, Ruixian Bai
Image-based damage recognition of wind turbine blades. ICARM (2017)
Gayan Amarasuriya, Shang Liu, H. Vincent Poor
Wireless energy harvesting massive MIMO relays. SAM (2016)
Qixun Zhang, Shang Liu, Yajian Huang, Zhiyong Feng
Time-Spectrum-Space Three Dimensions Radio Environment Map Construction and Utilization in TV White Space. Wirel. Pers. Commun. 84 (4) (2015)
Ishtiaq Ahmad, Shang Liu, Zhiyong Feng, Qixun Zhang, Ping Zhang
Game theoretic approach for joint resource allocation in spectrum sharing femtocell networks. J. Commun. Networks 16 (6) (2014)
Yang Bai, Qixun Zhang, Shang Liu, Zhiyong Feng, Xiaomin Liu, Yifan Zhang
A Novel near Field Source Localization Algorithm Based on Information Theoretic Criteria. VTC Fall (2013)
Shang Liu, Ishtiaq Ahmad, Yang Bai, Zhiyong Feng, Qixun Zhang, Yifan Zhang
A Novel Cooperative Sensing Based on Spatial Distance and Reliability Clustering Scheme in Cognitive Radio System. VTC Fall (2013)
Shang Liu, Long Zhang, Qixun Zhang
Cognitive node allocation scheme for wideband spectrum sensing fairness in cognitive radio network. PIMRC (2013)
Ishtiaq Ahmad, Shang Liu, Zhiyong Feng, Qixun Zhang, Ping Zhang
Price Based Spectrum Sharing and Power Allocation in Cognitive Femtocell Network. VTC Fall (2013)
Shang Liu, Xiao Bai
Discriminative features for image classification and retrieval. Pattern Recognit. Lett. 33 (6) (2012)
Shang Liu, Xiao Bai
Discriminative Features for Image Classification and Retrieval. ICIG (2011)
Shang Liu, Dongyan Shi, Ying Zhang
A Planning Approach of Engineering Characteristics Based on QFD-TRIZ Integrated. IFIP CAI (2009)
Shang Liu, XingJie Feng, Xia Feng
An Inheritable Algorithm for Repeated Clustering. CSSE (4) (2008)
Shang Liu, Jiachuan Sheng, Li He, Fan Chen
Simulation of 3D Garment Based on Six Pieces of Bezier Curved Surfaces. CSSE (2) (2008)