Shaoliang Zhang

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 41

Top Topics

Hierarchical Reinforcement Learning

Top Venues

Publications

Yongjun Yang, Jing Dong, Jiajia Tang, Jiao Zhao, Shaogang Lei, Shaoliang Zhang, Fu Chen
Mapping Foliar C, N, and P Concentrations in An Ecological Restoration Area with Mixed Plant Communities Based on LiDAR and Hyperspectral Data. Remote. Sens. 16 (9) (2024)
Hongbin Zhang, Benyuan Zhu, Shaoliang Zhang, Timo Pfau, Ahmed Awadalla, Mehmet Aydinlik, Jonas Geyer
Real-Time 1.2Tb/s Large Capacity DCI Transmission. OFC (2024)
Ruobing Xie, Lin Ma, Shaoliang Zhang, Feng Xia, Leyu Lin
Reweighting Clicks with Dwell Time in Recommendation. WWW (Companion Volume) (2023)
Chunyang Huang, Shaoliang Zhang
Predicting Market Value in Professional Soccer: Insights from Explainable Machine Learning Models. CoRR (2023)
Junjie Huang, Qi Cao, Ruobing Xie, Shaoliang Zhang, Feng Xia, Huawei Shen, Xueqi Cheng
Adversarial Learning Data Augmentation for Graph Contrastive Learning in Recommendation. DASFAA (2) (2023)
Mingqing Zuo, Baoluo Yan, Dawei Ge, Dong Wang, Jiabin Wang, Xuechuan Chen, Hu Shi, Philippe Jenneve, Shaoliang Zhang, Miquel A. Mestre, Dayou Qian, Sheng Liu, Yunbo Li, Liuyan Han, Dechao Zhang, Han Li, Xiaodong Duan
32-λ×400 Gb/s Single-carrier 120-GBaud QPSK Coherent Transmission over 3075-km G.652.D Fiber Link Using OE-MCM Prototype under Field-deployed Configuration. OFC (2023)
Junjie Huang, Qi Cao, Ruobing Xie, Shaoliang Zhang, Feng Xia, Huawei Shen, Xueqi Cheng
Adversarial Learning Data Augmentation for Graph Contrastive Learning in Recommendation. CoRR (2023)
Junjie Huang, Ruobing Xie, Qi Cao, Huawei Shen, Shaoliang Zhang, Feng Xia, Xueqi Cheng
Negative Can Be Positive: Signed Graph Neural Networks for Recommendation. Inf. Process. Manag. 60 (4) (2023)
Ruobing Xie, Lin Ma, Shaoliang Zhang, Feng Xia, Leyu Lin
Reweighting Clicks with Dwell Time in Recommendation. CoRR (2022)
Ruobing Xie, Shaoliang Zhang, Rui Wang, Feng Xia, Leyu Lin
A Peep into the Future: Adversarial Future Encoding in Recommendation. WSDM (2022)
Shaoliang Zhang, Yunjian Peng, Jin Lin, Shaolin Hu
Third-order sliding-mode-based droop control for microgrid-connected parallel inverters with LC filters. ICARCV (2022)
Jiajia Tang, Jie Liang, Yongjun Yang, Shaoliang Zhang, Huping Hou, Xiaoxiao Zhu
Revealing the Structure and Composition of the Restored Vegetation Cover in Semi-Arid Mine Dumps Based on LiDAR and Hyperspectral Images. Remote. Sens. 14 (4) (2022)
Ruobing Xie, Cheng Ling, Shaoliang Zhang, Feng Xia, Leyu Lin
Multi-granularity Fatigue in Recommendation. CIKM (2022)
Ruobing Xie, Shaoliang Zhang, Rui Wang, Feng Xia, Leyu Lin
Hierarchical Reinforcement Learning for Integrated Recommendation. AAAI (2021)
Ruobing Xie, Shaoliang Zhang, Rui Wang, Feng Xia, Leyu Lin
Explore, Filter and Distill: Distilled Reinforcement Learning in Recommendation. CIKM (2021)
Shaoliang Zhang, Xuefeng Liu, Jianwei Niu, Huiyong Li
ContentHE: Content-enhanced Network Embedding for Hashtag Representation. ICDM (Workshops) (2021)
Ruobing Xie, Rui Wang, Shaoliang Zhang, Zhihong Yang, Feng Xia, Leyu Lin
Real-time Relevant Recommendation Suggestion. WSDM (2021)
Ruobing Xie, Yanlei Liu, Shaoliang Zhang, Rui Wang, Feng Xia, Leyu Lin
Personalized Approximate Pareto-Efficient Recommendation. WWW (2021)
Weilong Chen, Feng Hong, Chenghao Huang, Shaoliang Zhang, Rui Wang, Ruobing Xie, Feng Xia, Leyu Lin, Yanru Zhang, Yan Wang
Curriculum Learning for Wide Multimedia-Based Transformer with Graph Target Detection. ACM Multimedia (2020)
Shaoliang Zhang, Fatih Yaman, Eduardo Mateo, Ivan B. Djordjevic, Kohei Nakamura, Takanori Inoue, Yoshihisa Inada
On the Performance Metric and Design of Non-Uniformly Shaped Constellation. OFC (2019)
Shanchuan Guo, Xuyu Bai, Yu Chen, Shaoliang Zhang, Huping Hou, Qianlin Zhu, Peijun Du
An Improved Approach for Soil Moisture Estimation in Gully Fields of the Loess Plateau Using Sentinel-1A Radar Images. Remote. Sens. 11 (3) (2019)
Jiaxin Mi, Yongjun Yang, Shaoliang Zhang, Shi An, Huping Hou, Yifei Hua, Fuyao Chen
Tracking the Land Use/Land Cover Change in an Area with Underground Mining and Reforestation via Continuous Landsat Classification. Remote. Sens. 11 (14) (2019)
Jiakai Yu, Yue-Kai Huang, Shaoliang Zhang, Ezra Ip, Daniel C. Kilper, Tiejun J. Xia, Glenn A. Wellbrock
Neural-Network-Based G-OSNR Estimation of Probabilistic-Shaped 144QAM Channels in DWDM Metro Network Field Trial. OECC/PSC (2019)
Ezra Ip, Yue-Kai Huang, Shaoliang Zhang, Tiejun J. Xia, Daniel L. Peterson, Glenn Wellbrock, Giovanni Milione, Ting Wang, Yoshiaki Aono, Tsutomu Tajima
Optimization of Probabilistic Shaping Enabled Transceivers with Large Constellation Sizes for High Capacity Transmission. ECOC (2018)
Valey Kamalov, Ljupcho Jovanovski, Vijay Vusirikala, Shaoliang Zhang, Fatih Yaman, Kohei Nakamura, Takanori Inoue, Eduardo Mateo, Yoshihisa Inada
Evolution from 8QAM live traffic to PS 64-QAM with Neural-Network Based Nonlinearity Compensation on 11000 km Open Subsea Cable. OFC (2018)
Shaoliang Zhang, Zhen Qu, Fatih Yaman, Eduardo Mateo, Takanori Inoue, Kohei Nakamura, Yoshihisa Inada, Ivan B. Djordjevic
Flex-Rate Transmission using Hybrid Probabilistic and Geometric Shaped 32QAM. OFC (2018)
Shaoliang Zhang, Weiyang Mo, Yue-Kai Huang, Fatih Yaman, Philip N. Ji, Eduardo Mateo, Yoshihisa Inada
Intelligent Filtering-Penalty Monitoring and Mitigation for Cascaded WSSs Using Ensemble Learning Algorithm. ECOC (2018)
Shaoliang Zhang, Fatih Yaman, Eduardo Mateo, Yoshihisa Inada
Neuron-Network-Based Nonlinearity Compensation Algorithm. ECOC (2018)
Weiyang Mo, Yue-Kai Huang, Shaoliang Zhang, Ezra Ip, Daniel C. Kilper, Yoshiaki Aono, Tsutomu Tajima
ANN-Based Transfer Learning for QoT Prediction in Real-Time Mixed Line-Rate Systems. OFC (2018)
Zhen Qu, Shaoliang Zhang, Ivan B. Djordjevic
Universal Hybrid Probabilistic-geometric Shaping Based on Two-dimensional Distribution Matchers. OFC (2018)
Jieqing Yu, Lixin Wu, Qingsong Hu, Zhigang Yan, Shaoliang Zhang
A synthetic visual plane algorithm for visibility computation in consideration of accuracy and efficiency. Comput. Geosci. 109 (2017)
Philip Y. Ma, Yue-Kai Huang, Matthew P. Chang, Eric C. Blow, Shaoliang Zhang, Paul R. Prucnal
Microwave photonic chaos based device fingerprinting. OFC (2017)
Mona Nasseri, Xin Xiao, Shaoliang Zhang, Ting Wang, Shu Lin
Concatenated finite geometry and finite field LDPC codes. ICSPCS (2017)
Ezra Ip, Yue-Kai Huang, Philip N. Ji, Shuji Murakami, Shaoliang Zhang, Yoshiaki Aono, Tsutomu Tajima
Real-Time Demonstration of an SDN-Based Gridless Routing/Protection over a Remote Optically Pumped Passive Optical Add/Drop Network. ECOC (2017)
Ivan B. Djordjevic, Shaoliang Zhang, Ting Wang
Optically-secured bidirectional adaptive software-defined optical sensor network architecture. ICTON (2017)
Yue-Kai Huang, Ezra Ip, Yoshiaki Aono, Tsutomu Tajima, Shaoliang Zhang, Fatih Yaman, Yoshihisa Inada, John D. Downie, William A. Wood, Aramais R. Zakharian, Jason E. Hurley, Snigdharaj K. Mishra
Real-time 8×200-Gb/s 16-QAM unrepeatered transmission over 458.8 km using concatenated receiver-side ROPAs. OFC (2017)
Shaoliang Zhang, Fatih Yaman, Eduardo Mateo, Takanori Inoue, Kohei Nakamura, Yoshihisa Inada
Design and Performance Evaluation of a GMI-Optimized 32QAM. ECOC (2017)
Shaoliang Zhang, Fatih Yaman, Eduardo Mateo, Takanori Inoue, Kohei Nakamura, Yoshihisa Inada
A generalized pairwise optimization for designing multi-dimensional modulation formats. OFC (2017)
Shaoliang Zhang
On the use of GMI to compare advanced modulation formats. OFC (2017)
Shaoliang Zhang, Fatih Yaman, Eduardo Mateo, Yoshihisa Inada
Comparison of modulation formats based on generalized mutual information. OFC (2016)
Shaoliang Zhang, Fatih Yaman, Yue-Kai Huang, John D. Downie, Ding Zou, William A. Wood, Aramais R. Zakharian, Rostislav Khrapko, Snigdharaj K. Mishra, Vladimir Nazarov, Jason E. Hurley, Ivan B. Djordjevic, Eduardo Mateo, Yoshihisa Inada
Capacity-approaching transmission over 6375 km at spectral efficiency of 8.3 bit/s/Hz. OFC (2016)
Yongjun Yang, Yaqin Sun, Songnian Li, Shaoliang Zhang, Kuoyin Wang, Huping Hou, Shishuo Xu
A GIS-Based Web Approach for Serving Land Price Information. ISPRS Int. J. Geo Inf. 4 (4) (2015)
Yue-Kai Huang, Shaoliang Zhang, Fatih Yaman, Ting Wang
Single optical carrier 200G DP-QPSK transmitter using RF sub-banding with integrated ultra-wide band IQ mixers. APCC (2015)
Shaoliang Zhang, Kohei Nakamura, Fatih Yaman, Eduardo Mateo, Takanori Inoue, Yoshihisa Inada
Optimized BICM-8QAM formats based on generalized mutual information. ECOC (2015)
Lei Du, Tomohiro Sogabe, Shaoliang Zhang
IDR(s) for solving shifted nonsymmetric linear systems. J. Comput. Appl. Math. 274 (2015)
Fatih Yaman, Shaoliang Zhang, Yue-Kai Huang, Ezra Ip, John D. Downie, William A. Wood, Aramais R. Zakharian, Snigdharaj K. Mishra, Jason E. Hurley, Yequn Zhang, Ivan B. Djordjevic, Ming-Fang Huang, Eduardo Mateo, Kohei Nakamura, Takanori Inoue, Yoshihisa Inada, Takaaki Ogata
First quasi-single-mode transmission over transoceanic distance using few-mode fibers. OFC (2015)
Shaoliang Zhang, Fatih Yaman, Yue-Kai Huang, Takanori Inoue, Kohei Nakamura, Eduardo Mateo, Yoshihisa Inada, Ting Wang, Takaaki Ogata
Trans-pacific transmission of quad-carrier 1Tb/s DP-8QAM assisted by LUT-based MAP algorithm. OFC (2015)
Changtong Luo, Zongmin Hu, Shaoliang Zhang, Zonglin Jiang
Adaptive space transformation: An invariant based method for predicting aerodynamic coefficients of hypersonic vehicles. Eng. Appl. Artif. Intell. 46 (2015)
Lei Du, Tomohiro Sogabe, Shaoliang Zhang
An algorithm for solving nonsymmetric penta-diagonal Toeplitz linear systems. Appl. Math. Comput. 244 (2014)
Tiejun J. Xia, Glenn A. Wellbrock, Ming-Fang Huang, Shaoliang Zhang, Yue-Kai Huang, Do-il Chang, Sergey Burtsev, Wayne Pelouch, Edwin Zak, Hector de Pedro, William Szeto, Herve Fevrier
Transmission of 400G PM-16QAM channels over long-haul distance with commercial all-distributed Raman amplification system and aged standard SMF in field. OFC (2014)
Fatih Yaman, Shaoliang Zhang, Yue-Kai Huang, Yequn Zhang, Ming-Fang Huang, Ivan B. Djordjevic, Eduardo Mateo, Yoshihisa Inada, Takanori Inoue, Takaaki Ogata
30.6-Tb/s full-duplex bidirectional transoceanic transmission over 75×90.9-km fiber spans. OFC (2014)
Ming-Fang Huang, Shaoliang Zhang, Katsyuki Mino, Yoshiaki Aono
Transmission of 400G dual-carrier DP-16QAM and multi-carrier DP-QPSK signals over regional and long-haul distances with span lengths greater than 200 km. OFC (2014)
Shaoliang Zhang, Fatih Yaman, Ting Wang, Eduardo Mateo, Takanori Inoue, Yoshihisa Inada, Takaaki Ogata
Transoceanic transmission of dual-carrier 400G DP-8QAM at 121.2km span length with EDFA-only. OFC (2014)
Changtong Luo, Shaoliang Zhang, Bo Yu
Some modifications of low-dimensional simplex evolution and their convergence. Optim. Methods Softw. 28 (1) (2013)
Tiejun J. Xia, Glenn A. Wellbrock, Akihiro Tanaka, Ming-Fang Huang, Ezra Ip, Dayou Qian, Yue-Kai Huang, Shaoliang Zhang, Yequn Zhang, Philip N. Ji, Yoshiaki Aono, Shuji Murakami, Tsutomu Tajima
High capacity field trials of 40.5 Tb/s for LH distance of 1, 822 km and 54.2 Tb/s for regional distance of 634 km. OFC/NFOEC (2013)
Shaoliang Zhang, Fatih Yaman, Ting Wang, Yoshihisa Inada, Takanori Inoue, Takaaki Ogata, Yasuhiro Aoki
Generation and performance investigation of polarization-alternated QPSK format. OFC/NFOEC (2013)
Shengjiao Cao, Shaoliang Zhang, Changyuan Yu, Pooi-Yuen Kam
Full-range pilot-assisted frequency offset estimation for OFDM systems. OFC/NFOEC (2013)
Dayou Qian, Fatih Yaman, Yue-Kai Huang, Shaoliang Zhang, Eduardo Mateo, Takanori Inoue, Yoshihisa Inada, Akira Hagisawa, Takaaki Ogata, Ting Wang
512Gb/s DP-BPSK superchannel transmission over 7, 200km DMF link with 1.43b/s/Hz spectral efficiency. OFC/NFOEC (2013)
Xin Liu, Shaoliang Zhang, Aihua Yan, Huping Hou
Design on Early Warning System of CO2 Sequestration Leakage Based on Web GIS and WSN. GRMSE (2) (2013)
Liping Tu, Jiatuo Xu, Zhifeng Zhang, Bo Yu, Yimin Bao, Ji Cui, Shaoliang Zhang, Jingbin Huang, Zhaofu Fei, Hao Chang, Ye Duan
A Shiatsu pulse sensor calibration method and application to three-part pulse wave collection. BIBM (2013)
Yue Tian, Yue-Kai Huang, Shaoliang Zhang, Paul R. Prucnal, Ting Wang
112-Gb/s DP-QPSK transmission over 7, 860-km DMF using phase-conjugated copy and digital phase-sensitive boosting with enhanced noise and nonlinearity tolerance. OFC/NFOEC (2013)
Eduardo Mateo, Takanori Inoue, Fatih Yaman, Shaoliang Zhang, Dayou Qian, Ting Wang, Yoshihisa Inada, Takaaki Ogata, Yasuhiro Aoki
Intra-channel XPM compensation for single-stage backward-propagation. OFC/NFOEC (2013)
Shaoliang Zhang, Fatih Yaman, Ting Wang
Flexible Transponder Design Aided by Agile Binary Bit Encoder. JOCN 5 (7) (2013)
Yasuhiro Aoki, Yoshihisa Inada, Takaaki Ogata, Lei Xu, Shaoliang Zhang, Fatih Yaman, Eduardo Mateo
Next-generation 100 Gb/s undersea optical communications. IEEE Commun. Mag. 50 (2) (2012)
Tomohiro Sogabe, Takeo Hoshi, Shaoliang Zhang, Takeo Fujiwara
Solution of generalized shifted linear systems with complex symmetric matrices. J. Comput. Phys. 231 (17) (2012)
Changtong Luo, Shaoliang Zhang
Parse-matrix evolution for symbolic regression. Eng. Appl. Artif. Intell. 25 (6) (2012)
Liming He, Jing M. Chen, Shaoliang Zhang, Gustavo Gomez, Yude Pan, Kevin McCullough, Richard Birdsey, Jeffrey G. Masek
Normalized algorithm for mapping and dating forest disturbances and regrowth for the United States. Int. J. Appl. Earth Obs. Geoinformation 13 (2) (2011)
Lei Du, Tomohiro Sogabe, Bo Yu, Y. Yamamoto, Shaoliang Zhang
A block IDR(s) method for nonsymmetric linear systems with multiple right-hand sides. J. Comput. Appl. Math. 235 (14) (2011)
Lei Du, Tomohiro Sogabe, Shaoliang Zhang
A variant of the IDR(s) method with the quasi-minimal residual strategy. J. Comput. Appl. Math. 236 (5) (2011)
Changtong Luo, Shaoliang Zhang, Chun Wang, Zonglin Jiang
A metamodel-assisted evolutionary algorithm for expensive optimization. J. Comput. Appl. Math. 236 (5) (2011)
Changtong Luo, Chun Wang, Zonglin Jiang, Shaoliang Zhang
An integrated evolutionary algorithm for expensive global optimization. ICNC (2010)
Changtong Luo, Shaoliang Zhang, Bo Yu
Low Dimensional Reproduction Strategy for Real-Coded Evolutionary Algorithms. ACIS-ICIS (2008)
Dongshu Yan, Jintao Zhang, Bo Yu, Changtong Luo, Shaoliang Zhang
A Genetic Algorithm for Finding Minimal Multi-homogeneous Bézout Number. ACIS-ICIS (2008)
Cuiping Ge, Jun Zhao, Shaoliang Zhang, Lei Shang, Sheng Yin
An Integrative Database System of Agro-Ecology for the Black Soil Region of China. Data Sci. J. 6 (2007)