Yang Deng

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 90

Top Topics

Question Answering

Top Venues

EMNLP (Findings)

Publications

Yang Deng, Yonghong Li, Sidong Xian, Laquan Li, Haiyang Qiu
Mual: enhancing multimodal sentiment analysis with cross-modal attention and difference loss. Int. J. Multim. Inf. Retr. 13 (3) (2024)
Deyun Wei, Yang Deng
An Optimized IWT-DCT Watermarking Scheme Based on Multiple Matrix Decomposition and MOWOA2. Circuits Syst. Signal Process. 43 (8) (2024)
Yang Deng, Yimo Yan, Andy H. F. Chow, Zhili Zhou, Cheng-shuo Ying, Yong-Hong Kuo
A proximal policy optimization approach for food delivery problem with reassignment due to order cancellation. Expert Syst. Appl. 258 (2024)
Bangchao Wang, Zhiyuan Zou, Hongyan Wan, Yuanbang Li, Yang Deng, Xingfu Li
An empirical study on the state-of-the-art methods for requirement-to-code traceability link recovery. J. King Saud Univ. Comput. Inf. Sci. 36 (6) (2024)
Yang Deng, Bangchao Wang, Qiang Zhu, Junping Liu, Jiewen Kuang, Xingfu Li
MTLink: Adaptive multi-task learning based pre-trained language model for traceability link recovery between issues and commits. J. King Saud Univ. Comput. Inf. Sci. 36 (2) (2024)
Ke Gu, CaoQianJin Li, Yang Deng
Social Privacy-Preserving Modeling Based on Graphical Evolutionary Game and Infectious Disease Dissemination Dynamics. IEEE Trans. Comput. Soc. Syst. 11 (3) (2024)
Darui Lu, Yang Deng, Jordan M. Malof, Willie J. Padilla
Can Large Language Models Learn the Physics of Metamaterials? An Empirical Study with ChatGPT. CoRR (2024)
Deyun Wei, Mingjie Jiang, Yang Deng
A secure image encryption algorithm based on hyper-chaotic and bit-level permutation. Expert Syst. Appl. 213 (Part) (2023)
Yang Deng, Rui Liang, Dan Wang, Ao Li, Fu Xiao
Decomposition-based Data Augmentation for Time-series Building Load Data. BuildSys@SenSys (2023)
Hongru Wang, Minda Hu, Yang Deng, Rui Wang, Fei Mi, Weichao Wang, Yasheng Wang, Wai-Chung Kwan, Irwin King, Kam-Fai Wong
Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogues. EMNLP (Findings) (2023)
Simiao Ren, Yang Deng, Willie J. Padilla, Leslie M. Collins, Jordan M. Malof
Deep Active Learning for Scientific Computing in the Wild. CoRR (2023)
Haohao Luo, Ying Shen, Yang Deng
Unifying Text, Tables, and Images for Multimodal Question Answering. EMNLP (Findings) (2023)
Xiaoyan Zhao, Yang Deng, Min Yang, Lingzhi Wang, Rui Zhang, Hong Cheng, Wai Lam, Ying Shen, Ruifeng Xu
A Comprehensive Survey on Deep Learning for Relation Extraction: Recent Advances and New Frontiers. CoRR (2023)
Boyi Deng, Wenjie Wang, Fuli Feng, Yang Deng, Qifan Wang, Xiangnan He
Attack Prompt Generation for Red Teaming and Defending Large Language Models. CoRR (2023)
Xingfu Li, Bangchao Wang, Hongyan Wan, Yang Deng, Zihan Wang
Applications of Machine Learning in Requirements Traceability: A Systematic Mapping Study (S). SEKE (2023)
Yang Deng, Weibin Wu, Jianping Zhang, Zibin Zheng
Blurred-Dilated Method for Adversarial Attacks. NeurIPS (2023)
Zhiyuan Hu, Yue Feng, Yang Deng, Zekun Li, See-Kiong Ng, Anh Tuan Luu, Bryan Hooi
Enhancing Large Language Model Induced Task-Oriented Dialogue Systems Through Look-Forward Motivated Goals. CoRR (2023)
Yang Deng, Zhiwei Ji, Yijun Wang, S. Kevin Zhou
Cross-subject dual-domain fusion network with task-related and task-discriminant component analysis enhancing one-shot SSVEP classification. CoRR (2023)
Liang Chen, Yang Deng, Yatao Bian, Zeyu Qin, Bingzhe Wu, Tat-Seng Chua, Kam-Fai Wong
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators. EMNLP (2023)
Hongru Wang, Rui Wang, Fei Mi, Yang Deng, Zezhong Wang, Bin Liang, Ruifeng Xu, Kam-Fai Wong
Cue-CoT: Chain-of-thought Prompting for Responding to In-depth Dialogue Questions with LLMs. EMNLP (Findings) (2023)
Liang Chen, Hongru Wang, Yang Deng, Wai-Chung Kwan, Zezhong Wang, Kam-Fai Wong
Towards Robust Personalized Dialogue Generation via Order-Insensitive Representation Regularization. ACL (Findings) (2023)
Lingru Wang, Haiyan Qiu, Lan Chen, Heng Liu, Junling Liu, Ying Yang, Yueting Sun, Yang Deng, Heng Liu, Xue Li
Hemodynamic effects of intravenous bolus injection of iopromide 370 twice in abdominal contrast-enhanced CT and coronary CTA dual-site sequential examinations. Medical Biol. Eng. Comput. 61 (1) (2023)
An Zhang, Leheng Sheng, Yuxin Chen, Hao Li, Yang Deng, Xiang Wang, Tat-Seng Chua
On Generative Agents in Recommendation. CoRR (2023)
Yang Deng, Wenxuan Zhang, Wai Lam, See-Kiong Ng, Tat-Seng Chua
Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents. CoRR (2023)
Yingjie Zhang, Yang Deng, Fujian Wan, Hao Hu, Pei Kuang, Jiayu Zhang, Jun Zhou, Fengwu Qiu
NDUFAF6 Promotes Breast Cancer Development as a Novel Marker for Diagnosis. ICBBT (2023)
Bangchao Wang, Yang Deng, Hongyan Wan, Xingfu Li
DF4RT: Deep Forest for Requirements Traceability Recovery Between Use Cases and Source Code. SMC (2023)
Boyi Deng, Wenjie Wang, Fuli Feng, Yang Deng, Qifan Wang, Xiangnan He
Attack Prompt Generation for Red Teaming and Defending Large Language Models. EMNLP (Findings) (2023)
Liang Chen, Yang Deng, Yatao Bian, Zeyu Qin, Bingzhe Wu, Tat-Seng Chua, Kam-Fai Wong
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators. CoRR (2023)
Yang Deng, Lan Lan, Lei You, Kai Chen, Li Peng, Weiling Zhao, Bin Song, Yi Wang, Zhiwei Ji, Xiaobo Zhou
Automated CT pancreas segmentation for acute pancreatitis patients by combining a novel object detection approach and U-Net. Biomed. Signal Process. Control. 81 (2023)
Liang Chen, Yatao Bian, Yang Deng, Shuaiyi Li, Bingzhe Wu, Peilin Zhao, Kam-Fai Wong
X-Mark: Towards Lossless Watermarking Through Lexical Redundancy. CoRR (2023)
Yang Deng, Lizi Liao, Liang Chen, Hongru Wang, Wenqiang Lei, Tat-Seng Chua
Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration. EMNLP (Findings) (2023)
Yang Deng, Zifeng Ren, An Zhang, Wenqiang Lei, Tat-Seng Chua
Towards Goal-oriented Intelligent Tutoring Systems in Online Education. CoRR (2023)
Hongru Wang, Minda Hu, Yang Deng, Rui Wang, Fei Mi, Weichao Wang, Yasheng Wang, Wai-Chung Kwan, Irwin King, Kam-Fai Wong
Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogue. CoRR (2023)
Yang Deng, Wenqiang Lei, Minlie Huang, Tat-Seng Chua
Rethinking Conversational Agents in the Era of LLMs: Proactivity, Non-collaborativity, and Beyond. SIGIR-AP (2023)
Bangchao Wang, Xingfu Li, Hongyan Wan, Yang Deng
A Systematic Mapping Study of Machine Learning Techniques Applied to Software Traceability. SMC (2023)
Yang Deng, Rui Liang, Jiaqi Fan, Ao Li, Dan Wang
Towards a Benchmark for ML-based Building Load Forecasting Model Selection for a Target Building. BuildSys@SenSys (2023)
Liang Chen, Hongru Wang, Yang Deng, Wai-Chung Kwan, Zezhong Wang, Kam-Fai Wong
Towards Robust Personalized Dialogue Generation via Order-Insensitive Representation Regularization. CoRR (2023)
Yang Deng, Yunkai Deng
Two-Step Matching Approach to Obtain More Control Points for SIFT-like Very-High-Resolution SAR Image Registration. Sensors 23 (7) (2023)
Bangchao Wang, Zihan Wang, Hongyan Wan, Xingfu Li, Yang Deng
An Empirical Study on Data Balancing in Machine Learning Based Software Traceability Methods. IJCNN (2023)
Yang Deng, Jiaqi Fan, Hao Jiang, Fang He, Dan Wang, Ao Li, Fu Xiao
Behavior testing of load forecasting models using BuildChecks. e-Energy (2022)
Bangchao Wang, Yang Deng, Ruiqi Luo, Huan Jin
An Empirical Study on Source Code Feature Extraction in Preprocessing of IR-Based Requirements Traceability. QRS (2022)
Anmin Liu, Yan Xiao, Min Wu, Yuzhen Tan, Yujie He, Yang Deng, Liang Tang
Diagnosis and classification prediction model of pituitary tumor based on machine learning. Neural Comput. Appl. 34 (12) (2022)
Yang Deng, Kejian Liu, Cheng Yang, Yuanyuan Feng, Weihao Li
Emoji-based Fine-grained Attention Network for Sentiment Analysis in the Microblog Comments. CoRR (2022)
Yang Deng, Yunkai Deng
A Method of SAR Image Automatic Target Recognition Based on Convolution Auto-Encode and Support Vector Machine. Remote. Sens. 14 (21) (2022)
Simiao Ren, Yang Deng, Willie J. Padilla, Jordan M. Malof
Hyperparameter-free deep active learning for regression problems via query synthesis. CoRR (2022)
Yan Zhang, Shiyu Li, Yang Deng, Honggen Chen, Xin Yan, Jing Li
Joint decision-making model of preventive maintenance and delayed monitoring SPC based on imperialist competitive algorithm. J. Intell. Fuzzy Syst. 42 (6) (2022)
Zhonglong Guo, Zheng Kuang, Yongxin Zhao, Yang Deng, Hao He, Miaomiao Wan, Yihan Tao, Dong Wang, Jianhua Wei, Lei Li, Xiaozeng Yang
PmiREN2.0: from data annotation to functional exploration of plant microRNAs. Nucleic Acids Res. 50 (D1) (2022)
Hang Min, Hao Zhou, Duo Zheng, Yang Deng, Fujian Wan, Shijie Ding, Jingjiao Zhou, Jun Zhou
Effect of PSPH on Angiogenesis and Migration of Hepatocellular Carcinoma Cells. ICBBT (2022)
Hao Zhou, Hang Min, Changxia Mao, Yang Deng, Xinyue Wei, Jun Zhou
Effects of FLVCR1 on Proliferation and Migration of Hepatocellular Carcinoma Cells. ICBBT (2022)
Lei You, Yang Deng, Guangming Zhang, Yanfei Wang, Griffin Patrick Bins, Christopher Michael Runyan, Lisa David, Xiaobo Zhou
A novel sagittal craniosynostosis classification system based on multi-view learning algorithm. Neural Comput. Appl. 34 (17) (2022)
Pengbo Liu, Yang Deng, Ce Wang, Yuan Hui, Qian Li, Jun Li, Shiwei Luo, Mengke Sun, Quan Quan, Shuxin Yang, You Hao, Honghu Xiao, Chunpeng Zhao, Xinbao Wu, S. Kevin Zhou
Universal Segmentation of 33 Anatomies. CoRR (2022)
Wenxuan Zhang, Xin Li, Yang Deng, Lidong Bing, Wai Lam
A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges. CoRR (2022)
Yang Deng, Wenqiang Lei, Wenxuan Zhang, Wai Lam, Tat-Seng Chua
PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance. CoRR (2022)
Juncheng Dong, Simiao Ren, Yang Deng, Omar Khatib, Jordan M. Malof, Mohammadreza Soltani, Willie Padilla, Vahid Tarokh
Blaschke Product Neural Networks (BPNN): A Physics-Infused Neural Network for Phase Retrieval of Meromorphic Functions. ICLR (2022)
Yang Deng, Wenxuan Zhang, Wai Lam, Hong Cheng, Helen Meng
User Satisfaction Estimation with Sequential Dialogue Act Modeling in Goal-oriented Conversational Systems. CoRR (2022)
La Wang, Chengchen Xu, Dandan Sun, Yang Deng, Xinyue Wei, Jun Zhou
Toward Understanding on the Regulatory Network of HBx-induced microRNA-187-5p in Hepatocellular Carcinoma: A Study based on Bioinformatics Analysis. ICBBT (2021)
Yang Deng, Ce Wang, Yuan Hui, Qian Li, Jun Li, Shiwei Luo, Mengke Sun, Quan Quan, Shuxin Yang, You Hao, Pengbo Liu, Honghu Xiao, Chunpeng Zhao, Xinbao Wu, S. Kevin Zhou
CTSpine1K: A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed Tomography. CoRR (2021)
Weijing Wu, Yang Deng, Yuzhi Liang, Kai Lei
Answer Category-Aware Answer Selection for Question Answering. IEEE Access 9 (2021)
Weiwen Xu, Yang Deng, Huihui Zhang, Deng Cai, Wai Lam
Exploiting Reasoning Chains for Multi-hop Science Question Answering. CoRR (2021)
Weiwen Xu, Yang Deng, Huihui Zhang, Deng Cai, Wai Lam
Exploiting Reasoning Chains for Multi-hop Science Question Answering. EMNLP (Findings) (2021)
Yang Deng, Juncheng Dong, Simiao Ren, Omar Khatib, Mohammadreza Soltani, Vahid Tarokh, Willie Padilla, Jordan M. Malof
Benchmarking Data-driven Surrogate Simulators for Artificial Electromagnetic Materials. NeurIPS Datasets and Benchmarks (2021)
Yang Deng, Lei You, Yanfei Wang, Xiaobo Zhou
A Coarse-to-Fine Framework for Automated Knee Bone and Cartilage Segmentation Data from the Osteoarthritis Initiative. J. Digit. Imaging 34 (4) (2021)
Simiao Ren, Ashwin Mahendra, Omar Khatib, Yang Deng, Willie J. Padilla, Jordan M. Malof
Inverse deep learning methods and benchmarks for artificial electromagnetic material design. CoRR (2021)
Min Feng, Jie Chen, Xuhui Xiang, Yang Deng, Yanyan Zhou, Zhang Zhang, Zhongxi Zheng, Ji Bao, Hong Bu
An Advanced Automated Image Analysis Model for Scoring of ER, PR, HER-2 and Ki-67 in Breast Carcinoma. IEEE Access 9 (2021)
Yang Deng, Tao Han, Ning Zhang
FLeX: Trading Edge Computing Resources for Federated Learning via Blockchain. INFOCOM Workshops (2021)
Zehao Wang, Huan Yuan, Yang Deng, Jinping Zhang, Jiagui Wu
Compressive Sensing with Optical Chaotic Encryption Based on Monolithic Silicon Chips. ICCT (2021)
Fang He, Yang Deng, Yanhui Xu, Cheng Xu, Dezhi Hong, Dan Wang
Energon: A Data Acquisition System for Portable Building Analytics. e-Energy (2021)
Juncheng Dong, Simiao Ren, Yang Deng, Omar Khatib, Jordan M. Malof, Mohammadreza Soltani, Willie Padilla, Vahid Tarokh
Blaschke Product Neural Networks (BPNN): A Physics-Infused Neural Network for Phase Retrieval of Meromorphic Functions. CoRR (2021)
Wenxuan Zhang, Yang Deng, Xin Li, Lidong Bing, Wai Lam
Aspect-based Sentiment Analysis in Question Answering Forums. EMNLP (Findings) (2021)
Wenjian Zhou, Sheng Yang, Li Wang, Hanmin Sheng, Yang Deng
A Nonlinear Calibration Method Based on Sinusoidal Excitation and DFT Transformation for High-Precision Power Analyzers. J. Sensors 2021 (2021)
Yanling Yang, Yang Deng, Xueyan Xiong, Binglei Shi, Li Ge, Jiagui Wu
Neuron-Like Optical Spiking Generation Based on Silicon Microcavity. ICCT (2020)
Yishi Zhang, Haiying Wei, Yaxuan Ran, Yang Deng, Dan Liu
Drawing openness to experience from user generated contents: An interpretable data-driven topic modeling approach. Expert Syst. Appl. 144 (2020)
Yang Deng, Tao Han, Nirwan Ansari
FedVision: Federated Video Analytics With Edge Computing. IEEE Open J. Comput. Soc. 1 (2020)
Qianhao Zhai, Yang Deng, Haoming Zhou, Siling Feng, Mengxing Huang
A Decision Model of Taxi Driver Based on Qualitative Analysis. ICICT (2020)
Yang Deng, Yao Sun, Yongpei Zhu, Yue Xu, Qianxi Yang, Shuo Zhang, Zhanyu Wang, Jirang Sun, Weiling Zhao, Xiaobo Zhou, Kehong Yuan
A New Framework to Reduce Doctor's Workload for Medical Image Annotation. IEEE Access 7 (2019)
Yang Deng, Ning Xie, Yang Yang
A Siamese-Detection Network for Real-Time Object Tracking. ICTAI (2019)
Xiaolei Di, Yu Xiao, Chao Zhu, Yang Deng, Qinpei Zhao, Weixiong Rao
Traffic Congestion Prediction by Spatiotemporal Propagation Patterns. MDM (2019)
Yang Deng, Yao Sun, Yongpei Zhu, Yue Xu, Qianxi Yang, Shuo Zhang, Mingwang Zhu, Jirang Sun, Weiling Zhao, Xiaobo Zhou, Kehong Yuan
Efforts estimation of doctors annotating medical image. CoRR (2019)
Yang Deng, Yao Sun, Yongpei Zhu, Mingwang Zhu, Wei Han, Kehong Yuan
A Strategy of MR Brain Tissue Images' Suggestive Annotation Based on Modified U-Net. CoRR (2018)
Yang Deng, Aiqun Li, Dongming Feng
Fatigue Reliability Assessment for Orthotropic Steel Decks Based on Long-Term Strain Monitoring. Sensors 18 (1) (2018)
Ying Shen, Yang Deng, Kaiqi Yuan, Li Liu, Yong Liu
Approach for Semi-automatic Construction of Anti-infective Drug Ontology Based on Entity Linking. CoRR (2018)
Yang Deng, Yao Sun, Yongpei Zhu, Shuo Zhang, Mingwang Zhu, Kehong Yuan
DASN: Data-Aware Skilled Network for Accurate MR Brain Tissue Segmentation. CoRR (2018)
Yao Sun, Yang Deng, Yue Xu, Shuo Zhang, Mingwang Zhu, Kehong Yuan
A Multi-channel Network with Image Retrieval for Accurate Brain Tissue Segmentation. CoRR (2018)
Kai Lei, Bing Zhang, Yong Liu, Yang Deng, Dongyu Zhang, Ying Shen
A Knowledge Graph Based Solution for Entity Discovery and Linking in Open-Domain Questions. CoRR (2018)
Qiang Liu, Siqi Huang, Yang Deng, Tao Han
Demo abstract: MExR: Mobile edge resource management for mixed reality applications. INFOCOM Workshops (2017)
Kai Lei, Bing Zhang, Yong Liu, Yang Deng, Dongyu Zhang, Ying Shen
A Knowledge Graph Based Solution for Entity Discovery and Linking in Open-Domain Questions. SmartCom (2017)
Kai Lei, Yang Deng, Bing Zhang, Ying Shen
Open Domain Question Answering with Character-Level Deep Learning Models. ISCID (2) (2017)
Yang Deng, Yang Liu, Suren Chen
Long-Term In-Service Monitoring and Performance Assessment of the Main Cables of Long-Span Suspension Bridges. Sensors 17 (6) (2017)
Yang Deng, Arun Ravindran, Tao Han
Edge datastore for distributed vision analytics: poster. SEC (2017)
Ying Shen, Yang Deng, Kaiqi Yuan, Li Liu, Yong Liu
Approach for Semi-automatic Construction of Anti-infective Drug Ontology Based on Entity Linking. SmartCom (2017)
Zhicheng Li, Yang Deng, Hong Huang, Satyajayant Misra
ECG signal compressed sensing using the wavelet tree model. BMEI (2015)
Jin Zhang, Yang Deng, Yong Jun Li, Ying Wang, Rulong Wang
Survey on Simplified Olfactory Bionic Model to Generate Texture Images. ICONIP (2) (2012)