Analysis of Polarization Dependent Loss Impact on Optically Amplified Multi-Span Dual-Polarization Systems. - Liang Dou; Zhenning Tao; Takeshi Hoshida; Jens C. Rasmussen (ICC, 2011)

A Situation Calculus-based semantic framework for UML. - Liang Dou; Qiang Liu; Zongyuan Yang; Jinkui Xie (ICCIT, 2012)

Advanced and feasible signal processing algorithm for nonlinear mitigation. - Takeshi Hoshida; Liang Dou; Weizhen Yan; Lei Li 041; Zhenning Tao; Shoichiro Oda; Hisao Nakashima; Chihiro Ohshima; Tomofumi Oyama; Jens C. Rasmussen (OFC/NFOEC, 2013)

Digital clock recovery algorithm for Nyquist signal. - Meng Yan 005; Zhenning Tao; Liang Dou; Lei Li 041; Ying Zhao; Takeshi Hoshida; Jens C. Rasmussen (OFC/NFOEC, 2013)

A metamodeling approach for pattern specification and management. - Liang Dou; Qiang Liu; Zongyuan Yang (J. Zhejiang Univ. Sci. C, 2013)

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 (ECOC, 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 (ECOC, 2014)

A metamodeling level transformation from UML sequence diagrams to Coq. - Chao Li; Liang Dou; Zongyuan Yang (ICTCS, 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 (OFC, 2014)

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 (ECOC, 2015)

PerfBlower: Quickly Detecting Memory-Related Performance Problems via Amplification. - Lu Fang 003; Liang Dou; Guoqing Xu 001 (ECOOP, 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 (OFC, 2015)

Advanced digital nonlinear distortion compensation. - Liang Dou; Ying Zhao; Zhenning Tao; Yangyang Fan; Takeshi Hoshida; Jens C. Rasmussen (OFC, 2015)

High-accuracy gain-isolated volterra nonlinear behavior model for wideband driver in optical coherent transmitter. - Hao Chen 058; Zhenning Tao; Liang Dou; Ying Zhao; Yangyang Fan; Takeshi Hoshida; Jens C. Rasmussen (OFC, 2016)

420Gbit/s DP-64QAM Nyquist-FDM single-carrier system. - Liang Dou; Xiaofei Su; Yangyang Fan; Hao Chen 058; Ying Zhao; Zhenning Tao; Takahito Tanimura; Takeshi Hoshida; Jens C. Rasmussen (OFC, 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 (OFC, 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 (OFC, 2016)

Mechanized semantics and refinement of UML-Statecharts. - Feng Sheng; Liang Dou; Zongyuan Yang (Frontiers Inf. Technol. Electron. Eng., 2017)

Mitigating SDN Flow Table Overflow. - Hanwu Luo; Wenzhen Li; Ying Qian; Liang Dou (COMPSAC (1), 2018)

An evolutionary algorithm with a new operator and an adaptive strategy for large-scale portfolio problems. - Yi Chen; Aimin Zhou; Liang Dou (GECCO (Companion), 2018)

FACTS: automated black-box testing of FinTech systems. - Qingshun Wang; Lintao Gu; Minhui Xue 001; Lihua Xu; Wenyu Niu; Liang Dou; Liang He 001; Tao Xie 001 (ESEC/SIGSOFT FSE, 2018)

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 (ICSAI, 2019)

A large-scale empirical study on industrial fake apps. - Chongbin Tang; Sen Chen 001; Lingling Fan 003; Lihua Xu; Yang Liu 003; Zhushou Tang; Liang Dou (ICSE (SEIP), 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 (OFC, 2019)

Enhancing the Healthcare Retrieval with a Self-adaptive Saturated Density Function. - Yang Song 010; Wenxin Hu; Liang He 001; Liang Dou (PAKDD (1), 2019)

FinExpert: domain-specific test generation for FinTech systems. - Tiancheng Jin; Qingshun Wang; Lihua Xu; Chunmei Pan; Liang Dou; Haifeng Qian; Liang He 001; Tao Xie 001 (ESEC/SIGSOFT FSE, 2019)

DroidMutator: an effective mutation analysis tool for Android applications. - Jian Liu; Xusheng Xiao; Lihua Xu; Liang Dou; Andy Podgurski (ICSE (Companion Volume), 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 (OFC, 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)

Use Machine Learning to Predict the Running Time of the Program. - Xinyi Li; Yiyuan Wang; Ying Qian; Liang Dou (CSAI, 2021)

Demonstration of a Disaggregated ROADM Network with Automatic Channel Provisioning and Link Power Adjustment. - Huan Zhang; Fan Gao 001; Jingchi Cheng; Liang Dou; Sai Chen; Boyuan Yan; Zhao Sun; Lei Wang; Chongjin Xie (ECOC, 2021)

Mixture Density Networks for Tropical Cyclone Tracks Prediction in South China Sea. - Fengyun Hao; Liang Dou; Jian Jin (IJCNN, 2021)

FinFuzzer: One Step Further in Fuzzing Fintech Systems. - Qingshun Wang; Lihua Xu; Jun Xiao; Qi Guo; Haotian Zhang; Liang Dou; Liang He 001; Tao Xie 001 (ASE, 2021)

TBPM-DDIE: Transformer Based Pretrained Method for predicting Drug-Drug Interactions Events. - Zhenjie Shao; Ying Qian; Liang Dou (COMPSAC, 2022)

New Trend of Open and Disaggregated Optical Networks. - Liang Dou; Sai Chen; Huan Zhang; Jingchi Cheng; Fan Gao 001; Boyuan Yan; Shuai Zhang; Zhao Sun; Lei Wang; Chongjin Xie (OFC, 2022)

Difficulty-aware Convolutional Knowledge Tracing for Student Performance Prediction. - Yuan Zeng; Tiancheng Jin; Liang Dou (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta, 2022)

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 001; Alan Pak Tao Lau (OFC, 2023)

Heterogeneous Directed Hypergraph Neural Network over abstract syntax tree (AST) for Code Classification. - Guang Yang; Tiancheng Jin; Liang Dou (SEKE, 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 001; Alan Pak Tao Lau (JOCN, 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 003 (Comput. Biol. Chem., 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 001; Alan Pak Tao Lau (J. Opt. Commun. Netw., 2023)

Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis. - Xuanwen Ding; Jie Zhou 015; Liang Dou; Qin Chen 001; Yuanbin Wu; Arlene Chen; Liang He 001 (EMNLP (Findings), 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 001; Boyuan Yan; Zhiqun Zhai; Chongjin Xie (OFC, 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 001; Alan Pak Tao Lau (OFC, 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 (OFC, 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 (PRCV (2), 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 001; Tao Xie 001 (SIGSOFT FSE Companion, 2024)

Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis. - Xuanwen Ding; Jie Zhou 015; Liang Dou; Qin Chen 001; Yuanbin Wu; Chengcai Chen; Liang He 001 (CoRR, 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., 2024)

Transceiver Penalty and Amplifier Noise Figure Characterization for Accurate QoT Estimation in Hyperscale Disaggregated DCI Networks. - Yan He; Zhiqun Zhai; Sai Chen; Huan Zhang; Chuang Xu; Liang Dou; Yuanchao Su; Chao Lu 001; Alan Pak Tao Lau (OFC, 2025)

Improving QoT Estimation Accuracy in Production Networks: A Data-Driven Approach to Address OLS Imperfections. - Zhiqun Zhai; Liang Dou; Sai Chen; Huan Zhang; Yan He; Alan Pak Tao Lau; Yuanchao Su (OFC, 2025)