Liang Dou

56 papers A* 1A 1B 2C 1Journal 11Unranked 40
YearRankTypeTitle / Venue / Authors
2026 J jnl
APEX: Learning Adaptive Priorities for Multi-Objective Alignment in Vision-Language Generation.
CoRR
Dongliang Chen, Xinlin Zhuang, Junjie Xu, Luojian Xie, Zehui Wang, Jiaxi Zhuang, Haolin Yang, Liang Dou, Xiao He, Xingjiao Wu, Ying Qian
2025 — conf
Characteristics and Impacts of $\text{CO}_{2}$ Absorption Effects in Hollow Core Fiber (HCF) Transmission Systems.
ECOC
Sai Chen, Yan He, Liang Dou, Alan Pak Tao Lau, Huan Zhang, Zhiqun Zhai, Yuanchao Su
2025 — conf
Copy-Augmented Representation for Structure Invariant Template-Free Retrosynthesis.
BIBM
Jiaxi Zhuang, Yu Zhang, Liang Dou, Aimin Zhou, Ying Qian
2025 — conf
Improving QoT Estimation Accuracy in Production Networks: A Data-Driven Approach to Address OLS Imperfections.
OFC
Zhiqun Zhai, Liang Dou, Sai Chen, Huan Zhang, Yan He, Alan Pak Tao Lau, Yuanchao Su
2025 — conf
Transceiver Penalty and Amplifier Noise Figure Characterization for Accurate QoT Estimation in Hyperscale Disaggregated DCI Networks.
OFC
Yan He, Zhiqun Zhai, Sai Chen, Huan Zhang, Chuang Xu, Liang Dou, Yuanchao Su, Chao Lu, Alan Pak Tao Lau
2024 — conf
Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis.
EMNLP (Findings)
Xuanwen Ding, Jie Zhou, Liang Dou, Qin Chen, Yuanbin Wu, Arlene Chen, Liang He
2024 J jnl
Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis.
CoRR
Xuanwen Ding, Jie Zhou, Liang Dou, Qin Chen, Yuanbin Wu, Chengcai Chen, Liang He
2024 — conf
Employing Fiber Loss Degradation Statistics in SLA based Margin Calculation Method for Optical Networks.
OFC
Zhiqun Zhai, Liang Dou, Sai Chen, Huan Zhang, Chongjin Xie
2024 — conf
FinHunter: Improved Search-Based Test Generation for Structural Testing of FinTech Systems.
SIGSOFT FSE Companion
Xuanwen Ding, Qingshun Wang, Dan Liu, Lihua Xu, Jun Xiao, Bojun Zhang, Xue Li, Liang Dou, Liang He, Tao Xie
2024 J jnl
Open-source data for QoT estimation in optical networks from Alibaba.
J. Opt. Commun. Netw.
Zhiqun Zhai, Liang Dou, Yan He, Alan Pak Tao Lau, Chongjin Xie
2024 — conf
QoT Estimation for Large-scale Mixed-rate Disaggregated Metro DCI Networks by Artificial Neural Networks.
OFC
Yan He, Kausthubh Chandramouli, Zhiqun Zhai, Sai Chen, Liang Dou, Chongjin Xie, Chao Lu, Alan Pak Tao Lau
2024 — conf
SCC-CAM: Weakly Supervised Segmentation on Brain Tumor MRI with Similarity Constraint and Causality.
PRCV (2)
Panpan Jiao, Zhiqiang Tian, Zhang Chen, Xuejian Guo, Zhi Chen, Liang Dou, Shaoyi Du
2024 — conf
The Evolution of Open and Disaggregated Optical Networks: From Open Line System to Open Box System.
OFC
Sai Chen, Weitang Zheng, Liang Dou, Huan Zhang, Zhao Sun, Lei Wang, Fan Gao, Boyuan Yan, Zhiqun Zhai, Chongjin Xie
2023 J jnl
BCM-DTI: A fragment-oriented method for drug-target interaction prediction using deep learning.
Comput. Biol. Chem.
Liang Dou, Zhen Zhang, Dan Liu, Ying Qian, Qian Zhang
2023 C conf
Heterogeneous Directed Hypergraph Neural Network over abstract syntax tree (AST) for Code Classification.
SEKE
Guang Yang, Tiancheng Jin, Liang Dou
2023 J jnl
Heterogeneous Directed Hypergraph Neural Network over abstract syntax tree (AST) for Code Classification.
CoRR
Guang Yang, Tiancheng Jin, Liang Dou
2023 — conf
Improved QoT Estimations through Refined Signal Power Measurements in a Disaggregated and Partially-loaded Live Production Network.
OFC
Yan He, Zhiqun Zhai, Lingling Wang, Yaxi Yan, Liang Dou, Chongjin Xie, Chao Lu, Alan Pak Tao Lau
2023 J jnl
Improved QoT estimations through refined signal power measurements and data-driven parameter optimizations in a disaggregated and partially loaded live production network.
JOCN
Yan He, Zhiqun Zhai, Liang Dou, Lingling Wang, Yaxi Yan, Chongjin Xie, Chao Lu, Alan Pak Tao Lau
2023 J jnl
Performance improvements by dynamic amplifier reconfigurations for C + L-band optical networks in the presence of stimulated Raman scattering.
J. Opt. Commun. Netw.
Zhuili Huang, Liang Dou, Jingchi Cheng, Chongjin Xie, Chao Lu, Alan Pak Tao Lau
2022 — conf
Difficulty-aware Convolutional Knowledge Tracing for Student Performance Prediction.
SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta
Yuan Zeng, Tiancheng Jin, Liang Dou
2022 — conf
New Trend of Open and Disaggregated Optical Networks.
OFC
Liang Dou, Sai Chen, Huan Zhang, Jingchi Cheng, Fan Gao, Boyuan Yan, Shuai Zhang, Zhao Sun, Lei Wang, Chongjin Xie
2022 B conf
TBPM-DDIE: Transformer Based Pretrained Method for predicting Drug-Drug Interactions Events.
COMPSAC
Zhenjie Shao, Ying Qian, Liang Dou
2021 — conf
Demonstration of a Disaggregated ROADM Network with Automatic Channel Provisioning and Link Power Adjustment.
ECOC
Huan Zhang, Fan Gao, Jingchi Cheng, Liang Dou, Sai Chen, Boyuan Yan, Zhao Sun, Lei Wang, Chongjin Xie
2021 A* conf
FinFuzzer: One Step Further in Fuzzing Fintech Systems.
ASE
Qingshun Wang, Lihua Xu, Jun Xiao, Qi Guo, Haotian Zhang, Liang Dou, Liang He, Tao Xie
2021 B conf
Mixture Density Networks for Tropical Cyclone Tracks Prediction in South China Sea.
IJCNN
Fengyun Hao, Liang Dou, Jian Jin
2021 — conf
Use Machine Learning to Predict the Running Time of the Program.
CSAI
Xinyi Li, Yiyuan Wang, Ying Qian, Liang Dou
2020 — conf
Demonstration of Open and Disaggregated ROADM Networks Based on Augmented OpenConfig Data Model and Node Controller.
OFC
Liang Dou, Lei Wang, Sai Chen, Jingchi Cheng, Zhao Sun, Ming Xia, Huan Zhang, Li Xiao, Jian Xu, Jiekui Yu, Chongjin Xie
2020 — conf
DroidMutator: an effective mutation analysis tool for Android applications.
ICSE (Companion Volume)
Jian Liu, Xusheng Xiao, Lihua Xu, Liang Dou, Andy Podgurski
2020 J jnl
Open and disaggregated optical transport networks for data center interconnects [Invited].
JOCN
Chongjin Xie, Lei Wang, Liang Dou, Ming Xia, Sai Chen, Huan Zhang, Zhao Sun, Jingchi Cheng
2019 J jnl
A Large-Scale Empirical Study on Industrial Fake Apps.
CoRR
Chongbin Tang, Sen Chen, Lingling Fan, Lihua Xu, Yang Liu, Zhushou Tang, Liang Dou
2019 — conf
A large-scale empirical study on industrial fake apps.
ICSE (SEIP)
Chongbin Tang, Sen Chen, Lingling Fan, Lihua Xu, Yang Liu, Zhushou Tang, Liang Dou
2019 — conf
Bond transaction link prediction based on dynamic network embedding and time series analysis.
ICSAI
Wei Hao, Hanglong Zhan, Xiaojing Bao, Yanmin Lu, Yue Zhou, Liang Dou, Jian Jin
2019 — conf
Enhancing the Healthcare Retrieval with a Self-adaptive Saturated Density Function.
PAKDD (1)
Yang Song, Wenxin Hu, Liang He, Liang Dou
2019 — conf
FinExpert: domain-specific test generation for FinTech systems.
ESEC/SIGSOFT FSE
Tiancheng Jin, Qingshun Wang, Lihua Xu, Chunmei Pan, Liang Dou, Haifeng Qian, Liang He, Tao Xie
2019 — conf
Standardized Northbound Interface Testing Automation on the Open and Disaggregated Optical Transport Equipment.
OFC
Yawei Yin, Tao Wang, Liang Dou, Shuai Zhang, Ming Xia, Chongjin Xie
2018 — conf
An evolutionary algorithm with a new operator and an adaptive strategy for large-scale portfolio problems.
GECCO (Companion)
Yi Chen, Aimin Zhou, Liang Dou
2018 — conf
FACTS: automated black-box testing of FinTech systems.
ESEC/SIGSOFT FSE
Qingshun Wang, Lintao Gu, Minhui Xue, Lihua Xu, Wenyu Niu, Liang Dou, Liang He, Tao Xie
2018 — conf
Mitigating SDN Flow Table Overflow.
COMPSAC (1)
Hanwu Luo, Wenzhen Li, Ying Qian, Liang Dou
2017 J jnl
Mechanized semantics and refinement of UML-Statecharts.
Frontiers Inf. Technol. Electron. Eng.
Feng Sheng, Liang Dou, Zongyuan Yang
2016 — conf
420Gbit/s DP-64QAM Nyquist-FDM single-carrier system.
OFC
Liang Dou, Xiaofei Su, Yangyang Fan, Hao Chen, Ying Zhao, Zhenning Tao, Takahito Tanimura, Takeshi Hoshida, Jens C. Rasmussen
2016 — conf
An accurate nonlinear noise insensitive OSNR monitor.
OFC
Liang Dou, Tomohiro Yamauchi, Xiaofei Su, Zhenning Tao, Shoichiro Oda, Yasuhiko Aoki, Takeshi Hoshida, Jens C. Rasmussen
2016 — conf
High-accuracy gain-isolated volterra nonlinear behavior model for wideband driver in optical coherent transmitter.
OFC
Hao Chen, Zhenning Tao, Liang Dou, Ying Zhao, Yangyang Fan, Takeshi Hoshida, Jens C. Rasmussen
2016 — conf
Latency and bandwidth programmable transceivers with power arbitration among multi-tenanted signals.
OFC
Takahito Tanimura, Liang Dou, Xiaofei Su, Takeshi Hoshida, Yasuhiko Aoki, Zhenning Tao, Jens C. Rasmussen, Makoto Suzuki, Hiroyuki Morikawa
2015 — conf
Advanced digital nonlinear distortion compensation.
OFC
Liang Dou, Ying Zhao, Zhenning Tao, Yangyang Fan, Takeshi Hoshida, Jens C. Rasmussen
2015 — conf
Differential pilots aided in-band OSNR monitor with large nonlinear tolerance.
OFC
Liang Dou, Zhenning Tao, Ying Zhao, Shoichiro Oda, Yasuhiko Aoki, Takeshi Hoshida, Jens C. Rasmussen
2015 — conf
Frequency domain DSP based channel spacing monitor in denser Nyquist-WDM system.
ECOC
Ying Zhao, Liang Dou, Zhenning Tao, Huihui Li, Taku Saito, Kousuke Komaki, Shoichiro Oda, Yasuhiko Aoki, Jens C. Rasmussen
2015 A conf
PerfBlower: Quickly Detecting Memory-Related Performance Problems via Amplification.
ECOOP
Lu Fang, Liang Dou, Guoqing Xu
2014 — conf
A high performance nonlinear compensation algorithm with reduced complexity based on XPM model.
OFC
Yangyang Fan, Liang Dou, Zhenning Tao, Takeshi Hoshida, Jens C. Rasmussen
2014 — conf
A metamodeling level transformation from UML sequence diagrams to Coq.
ICTCS
Chao Li, Liang Dou, Zongyuan Yang
2014 — conf
Digital nonlinear compensation for spectrally efficient superchannel transmission at 400Gbit/s and beyond.
ECOC
Takeshi Hoshida, Takahito Tanimura, Tomofumi Oyama, Shoichiro Oda, Hisao Nakashima, Yangyang Fan, Liang Dou, Zhenning Tao, Jens C. Rasmussen
2014 — conf
Nonlinear noise waveform estimation for arbitrary signal based on Nyquist nonlinear model.
ECOC
Ying Zhao, Liang Dou, Zhenning Tao, Yueqiao Xu, Takeshi Hoshida, Jens C. Rasmussen
2013 J jnl
A metamodeling approach for pattern specification and management.
J. Zhejiang Univ. Sci. C
Liang Dou, Qiang Liu, Zongyuan Yang
2013 — conf
Advanced and feasible signal processing algorithm for nonlinear mitigation.
OFC/NFOEC
Takeshi Hoshida, Liang Dou, Weizhen Yan, Lei Li, Zhenning Tao, Shoichiro Oda, Hisao Nakashima, Chihiro Ohshima, Tomofumi Oyama, Jens C. Rasmussen
2013 — conf
Digital clock recovery algorithm for Nyquist signal.
OFC/NFOEC
Meng Yan, Zhenning Tao, Liang Dou, Lei Li, Ying Zhao, Takeshi Hoshida, Jens C. Rasmussen
2012 — conf
A Situation Calculus-based semantic framework for UML.
ICCIT
Liang Dou, Qiang Liu, Zongyuan Yang, Jinkui Xie
2011 — conf
Analysis of Polarization Dependent Loss Impact on Optically Amplified Multi-Span Dual-Polarization Systems.
ICC
Liang Dou, Zhenning Tao, Takeshi Hoshida, Jens C. Rasmussen