Liang Dou

According to our database, Liang Dou authored at least 49 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Open-source data for QoT estimation in optical networks from Alibaba.

Zhiqun Zhai, Liang Dou, Yan He, Alan Pak Tao Lau, Chongjin Xie

J. Opt. Commun. Netw., January, 2024

Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis.

Xuanwen Ding, Jie Zhou, Liang Dou, Qin Chen, Yuanbin Wu, Chengcai Chen, Liang He

CoRR, 2024

FinHunter: Improved Search-Based Test Generation for Structural Testing of FinTech Systems.

Xuanwen Ding, Qingshun Wang, Dan Liu, Lihua Xu, Jun Xiao, Bojun Zhang, Xue Li, Liang Dou, Liang He, Tao Xie

Proceedings of the Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering, 2024

SCC-CAM: Weakly Supervised Segmentation on Brain Tumor MRI with Similarity Constraint and Causality.

Panpan Jiao, Zhiqiang Tian, Zhang Chen, Xuejian Guo, Zhi Chen, Liang Dou, Shaoyi Du

Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

Employing Fiber Loss Degradation Statistics in SLA based Margin Calculation Method for Optical Networks.

Zhiqun Zhai, Liang Dou, Sai Chen, Huan Zhang, Chongjin Xie

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

QoT Estimation for Large-scale Mixed-rate Disaggregated Metro DCI Networks by Artificial Neural Networks.

Yan He, Kausthubh Chandramouli, Zhiqun Zhai, Sai Chen, Liang Dou, Chongjin Xie, Chao Lu, Alan Pak Tao Lau

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

The Evolution of Open and Disaggregated Optical Networks: From Open Line System to Open Box System.

Sai Chen, Weitang Zheng, Liang Dou, Huan Zhang, Zhao Sun, Lei Wang, Fan Gao, Boyuan Yan, Zhiqun Zhai, Chongjin Xie

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis.

Xuanwen Ding, Jie Zhou, Liang Dou, Qin Chen, Yuanbin Wu, Arlene Chen, Liang He

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

Performance improvements by dynamic amplifier reconfigurations for C + L-band optical networks in the presence of stimulated Raman scattering.

Zhuili Huang, Liang Dou, Jingchi Cheng, Chongjin Xie, Chao Lu, Alan Pak Tao Lau

J. Opt. Commun. Netw., June, 2023

BCM-DTI: A fragment-oriented method for drug-target interaction prediction using deep learning.

Liang Dou, Zhen Zhang, Dan Liu, Ying Qian, Qian Zhang

Comput. Biol. Chem., June, 2023

Improved QoT estimations through refined signal power measurements and data-driven parameter optimizations in a disaggregated and partially loaded live production network.

Yan He, Zhiqun Zhai, Liang Dou, Lingling Wang, Yaxi Yan, Chongjin Xie, Chao Lu, Alan Pak Tao Lau

JOCN, 2023

Heterogeneous Directed Hypergraph Neural Network over abstract syntax tree (AST) for Code Classification.

Guang Yang, Tiancheng Jin, Liang Dou

Proceedings of the 35th International Conference on Software Engineering and Knowledge Engineering, 2023

Improved QoT Estimations through Refined Signal Power Measurements in a Disaggregated and Partially-loaded Live Production Network.

Yan He, Zhiqun Zhai, Lingling Wang, Yaxi Yan, Liang Dou, Chongjin Xie, Chao Lu, Alan Pak Tao Lau

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

2022

Difficulty-aware Convolutional Knowledge Tracing for Student Performance Prediction.

Yuan Zeng, Tiancheng Jin, Liang Dou

Proceedings of the IEEE Smartworld, 2022

New Trend of Open and Disaggregated Optical Networks.

Liang Dou, Sai Chen, Huan Zhang, Jingchi Cheng, Fan Gao, Boyuan Yan, Shuai Zhang, Zhao Sun, Lei Wang, Chongjin Xie

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

TBPM-DDIE: Transformer Based Pretrained Method for predicting Drug-Drug Interactions Events.

Zhenjie Shao, Ying Qian, Liang Dou

Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

2021

FinFuzzer: One Step Further in Fuzzing Fintech Systems.

Qingshun Wang, Lihua Xu, Jun Xiao, Qi Guo, Haotian Zhang, Liang Dou, Liang He, Tao Xie

Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

Mixture Density Networks for Tropical Cyclone Tracks Prediction in South China Sea.

Fengyun Hao, Liang Dou, Jian Jin

Proceedings of the International Joint Conference on Neural Networks, 2021

Demonstration of a Disaggregated ROADM Network with Automatic Channel Provisioning and Link Power Adjustment.

Huan Zhang, Fan Gao, Jingchi Cheng, Liang Dou, Sai Chen, Boyuan Yan, Zhao Sun, Lei Wang, Chongjin Xie

Proceedings of the European Conference on Optical Communication, 2021

Use Machine Learning to Predict the Running Time of the Program.

Xinyi Li, Yiyuan Wang, Ying Qian, Liang Dou

Proceedings of the CSAI 2021: 5th International Conference on Computer Science and Artificial Intelligence, Beijing, China, December 4, 2021

2020

Open and disaggregated optical transport networks for data center interconnects [Invited].

Chongjin Xie, Lei Wang, Liang Dou, Ming Xia, Sai Chen, Huan Zhang, Zhao Sun, Jingchi Cheng

JOCN, 2020

Demonstration of Open and Disaggregated ROADM Networks Based on Augmented OpenConfig Data Model and Node Controller.

Liang Dou, Lei Wang, Sai Chen, Jingchi Cheng, Zhao Sun, Ming Xia, Huan Zhang, Li Xiao, Jian Xu, Jiekui Yu, Chongjin Xie

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

DroidMutator: an effective mutation analysis tool for Android applications.

Jian Liu, Xusheng Xiao, Lihua Xu, Liang Dou, Andy Podgurski

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Companion Volume, Seoul, South Korea, 27 June, 2020

2019

FinExpert: domain-specific test generation for FinTech systems.

Tiancheng Jin, Qingshun Wang, Lihua Xu, Chunmei Pan, Liang Dou, Haifeng Qian, Liang He, Tao Xie

Proceedings of the ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2019

Enhancing the Healthcare Retrieval with a Self-adaptive Saturated Density Function.

Yang Song, Wenxin Hu, Liang He, Liang Dou

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Standardized Northbound Interface Testing Automation on the Open and Disaggregated Optical Transport Equipment.

Yawei Yin, Tao Wang, Liang Dou, Shuai Zhang, Ming Xia, Chongjin Xie

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019

A large-scale empirical study on industrial fake apps.

Chongbin Tang, Sen Chen, Lingling Fan, Lihua Xu, Yang Liu, Zhushou Tang, Liang Dou

Proceedings of the 41st International Conference on Software Engineering: Software Engineering in Practice, 2019

Bond transaction link prediction based on dynamic network embedding and time series analysis.

Wei Hao, Hanglong Zhan, Xiaojing Bao, Yanmin Lu, Yue Zhou, Liang Dou, Jian Jin

Proceedings of the 6th International Conference on Systems and Informatics, 2019

2018

FACTS: automated black-box testing of FinTech systems.

Qingshun Wang, Lintao Gu, Minhui Xue, Lihua Xu, Wenyu Niu, Liang Dou, Liang He, Tao Xie

Proceedings of the 2018 ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2018

An evolutionary algorithm with a new operator and an adaptive strategy for large-scale portfolio problems.

Yi Chen, Aimin Zhou, Liang Dou

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Mitigating SDN Flow Table Overflow.

Hanwu Luo, Wenzhen Li, Ying Qian, Liang Dou

Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference, 2018

2017

Mechanized semantics and refinement of UML-Statecharts.

Feng Sheng, Liang Dou, Zongyuan Yang

Frontiers Inf. Technol. Electron. Eng., 2017

2016

Latency and bandwidth programmable transceivers with power arbitration among multi-tenanted signals.

Takahito Tanimura, Liang Dou, Xiaofei Su, Takeshi Hoshida, Yasuhiko Aoki, Zhenning Tao, Jens C. Rasmussen, Makoto Suzuki, Hiroyuki Morikawa

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016

An accurate nonlinear noise insensitive OSNR monitor.

Liang Dou, Tomohiro Yamauchi, Xiaofei Su, Zhenning Tao, Shoichiro Oda, Yasuhiko Aoki, Takeshi Hoshida, Jens C. Rasmussen

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016

420Gbit/s DP-64QAM Nyquist-FDM single-carrier system.

Liang Dou, Xiaofei Su, Yangyang Fan, Hao Chen, Ying Zhao, Zhenning Tao, Takahito Tanimura, Takeshi Hoshida, Jens C. Rasmussen

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016

High-accuracy gain-isolated volterra nonlinear behavior model for wideband driver in optical coherent transmitter.

Hao Chen, Zhenning Tao, Liang Dou, Ying Zhao, Yangyang Fan, Takeshi Hoshida, Jens C. Rasmussen

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016

2015

Advanced digital nonlinear distortion compensation.

Liang Dou, Ying Zhao, Zhenning Tao, Yangyang Fan, Takeshi Hoshida, Jens C. Rasmussen

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2015

Differential pilots aided in-band OSNR monitor with large nonlinear tolerance.

Liang Dou, Zhenning Tao, Ying Zhao, Shoichiro Oda, Yasuhiko Aoki, Takeshi Hoshida, Jens C. Rasmussen

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2015

PerfBlower: Quickly Detecting Memory-Related Performance Problems via Amplification.

Lu Fang, Liang Dou, Guoqing Xu

Proceedings of the 29th European Conference on Object-Oriented Programming, 2015

Frequency domain DSP based channel spacing monitor in denser Nyquist-WDM system.

Ying Zhao, Liang Dou, Zhenning Tao, Huihui Li, Taku Saito, Kousuke Komaki, Shoichiro Oda, Yasuhiko Aoki, Jens C. Rasmussen

Proceedings of the European Conference on Optical Communication, 2015

2014

A high performance nonlinear compensation algorithm with reduced complexity based on XPM model.

Yangyang Fan, Liang Dou, Zhenning Tao, Takeshi Hoshida, Jens C. Rasmussen

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2014

A metamodeling level transformation from UML sequence diagrams to Coq.

Chao Li, Liang Dou, Zongyuan Yang

Proceedings of the 15th Italian Conference on Theoretical Computer Science, 2014

Nonlinear noise waveform estimation for arbitrary signal based on Nyquist nonlinear model.

Ying Zhao, Liang Dou, Zhenning Tao, Yueqiao Xu, Takeshi Hoshida, Jens C. Rasmussen

Proceedings of the European Conference on Optical Communication, 2014

Digital nonlinear compensation for spectrally efficient superchannel transmission at 400Gbit/s and beyond.

Takeshi Hoshida, Takahito Tanimura, Tomofumi Oyama, Shoichiro Oda, Hisao Nakashima, Yangyang Fan, Liang Dou, Zhenning Tao, Jens C. Rasmussen

Proceedings of the European Conference on Optical Communication, 2014

2013

A metamodeling approach for pattern specification and management.

Liang Dou, Qiang Liu, Zongyuan Yang

J. Zhejiang Univ. Sci. C, 2013

Digital clock recovery algorithm for Nyquist signal.

Meng Yan, Zhenning Tao, Liang Dou, Lei Li, Ying Zhao, Takeshi Hoshida, Jens C. Rasmussen

Proceedings of the 2013 Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), 2013

Advanced and feasible signal processing algorithm for nonlinear mitigation.

Takeshi Hoshida, Liang Dou, Weizhen Yan, Lei Li, Zhenning Tao, Shoichiro Oda, Hisao Nakashima, Chihiro Ohshima, Tomofumi Oyama, Jens C. Rasmussen

Proceedings of the 2013 Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), 2013

2012

A Situation Calculus-based semantic framework for UML.

Liang Dou, Qiang Liu, Zongyuan Yang, Jinkui Xie

Proceedings of the International Conference on Communications and Information Technology, 2012

2011

Analysis of Polarization Dependent Loss Impact on Optically Amplified Multi-Span Dual-Polarization Systems.

Liang Dou, Zhenning Tao, Takeshi Hoshida, Jens C. Rasmussen

Proceedings of IEEE International Conference on Communications, 2011