Ming-Syan Chen

ORCID

Publication Activity (10 Years)

Years Active: 1987-2024
Publications (10 Years): 108

Top Venues

IEEE Trans. Knowl. Data Eng.

CoRR

KDD

PAKDD (1)

Publications

Shu-Ling Cheng, Chin-Yuan Yeh, Ting-An Chen, Eliana Pastor, Ming-Syan Chen
FedGCR: Achieving Performance and Fairness for Federated Learning with Distinct Client Types via Group Customization and Reweighting. AAAI (2024)
Wei-Han Wang, Chin-Yuan Yeh, Hsi-Wen Chen, De-Nian Yang, Ming-Syan Chen
In Anticipation of Perfect Deepfake: Identity-anchored Artifact-agnostic Detection under Rebalanced Deepfake Detection Protocol. CoRR (2024)
Yu-Hsin Liu, Yu-Chun Shen, Hsi-Wen Chen, Ming-Syan Chen
Construct a Secure CNN Against Gradient Inversion Attack. PAKDD (3) (2024)
Keng-Hsin Liao, Chin-Yuan Yeh, Hsi-Wen Chen, Ming-Syan Chen
Evaluating Adversarial Robustness in the Spatial Frequency Domain. CoRR (2024)
Tsu-Hsien Shih, Chin-Yuan Yeh, Ming-Syan Chen
Does Audio Deepfake Detection Rely on Artifacts? ICASSP (2024)
Yan-Ting Ye, Ting-An Chen, Ming-Syan Chen
AdaPQ: Adaptive Exploration Product Quantization with Adversary-Aware Block Size Selection Toward Compression Efficiency. PAKDD (2) (2024)
Chia-Chen Yen, Mi-Yen Yeh, Ming-Syan Chen
Integrated Multi-Ported Memory Distribution for Temporal-Multiplexing Workloads on FPGAs. ICFPT (2023)
Wei-Pin Wang, Hsi-Wen Chen, De-Nian Yang, Ming-Syan Chen
Post-it: Augmented Reality Based Group Recommendation with Item Replacement. PAKDD (4) (2023)
Ting-An Chen, De-Nian Yang, Ming-Syan Chen
Overcoming Forgetting Catastrophe in Quantization-Aware Training. ICCV (2023)
Siyang Jiang, Rui Fang, Hsi-Wen Chen, Wei Ding, Ming-Syan Chen
Dual Adversarial Alignment for Realistic Support-Query Shift Few-shot Learning. CoRR (2023)
Hsi-Wen Chen, De-Nian Yang, Wang-Chien Lee, Philip S. Yu, Ming-Syan Chen
CMINet: a Graph Learning Framework for Content-aware Multi-channel Influence Diffusion. WWW (2023)
Chia-Chih Lin, Ming-Syan Chen
Learning from Output Transitions: A Chosen Challenge Strategy for ML Attacks on PUFs. ISLPED (2023)
Yi-Chung Chen, Hsi-Wen Chen, Shun-Gui Wang, Ming-Syan Chen
SPACE: Single-round Participant Amalgamation for Contribution Evaluation in Federated Learning. NeurIPS (2023)
Pei-Kai Yeh, Hsi-Wen Chen, Ming-Syan Chen
Random Walk Conformer: Learning Graph Representation from Long and Short Range. AAAI (2023)
Chin-Yuan Yeh, Hsi-Wen Chen, De-Nian Yang, Wang-Chien Lee, Philip S. Yu, Ming-Syan Chen
Planning Data Poisoning Attacks on Heterogeneous Recommender Systems in a Multiplayer Setting. ICDE (2023)
Wei Ding, Siyang Jiang, Hsi-Wen Chen, Ming-Syan Chen
Incremental Reinforcement Learning with Dual-Adaptive ε-Greedy Exploration. AAAI (2023)
Chia-Chen Yen, Mi-Yen Yeh, Ming-Syan Chen
Unified Multiple Constant Multipliers for Dynamic Exchange of Low-Precision Kernels on FPGAs. IEEE Trans. Circuits Syst. II Express Briefs 69 (3) (2022)
Yu-Chi Chen, Kuan-Ting Lai, Dong Liu, Ming-Syan Chen
TAGNet: Triplet-Attention Graph Networks for Hashtag Recommendation. IEEE Trans. Circuits Syst. Video Technol. 32 (3) (2022)
Ting-An Chen, De-Nian Yang, Ming-Syan Chen
AlignQ: Alignment Quantization with ADMM-based Correlation Preservation. CVPR (2022)
Ting-An Chen, De-Nian Yang, Ming-Syan Chen
ClimbQ: Class Imbalanced Quantization Enabling Robustness on Efficient Inferences. NeurIPS (2022)
Chih-Kai Kang, Hashan Roshantha Mendis, Chun-Han Lin, Ming-Syan Chen, Pi-Cheng Hsiu
More Is Less: Model Augmentation for Intermittent Deep Inference. ACM Trans. Embed. Comput. Syst. 21 (5) (2022)
Siyang Jiang, Wei Ding, Hsi-Wen Chen, Ming-Syan Chen
PGADA: Perturbation-Guided Adversarial Alignment for Few-Shot Learning Under the Support-Query Shift. PAKDD (1) (2022)
Chia-Chih Lin, Ming-Syan Chen
Enhancing Reliability and Security: A Configurable Poisoning PUF Against Modeling Attacks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (11) (2022)
Siyang Jiang, Wei Ding, Hsi-Wen Chen, Ming-Syan Chen
PGADA: Perturbation-Guided Adversarial Alignment for Few-shot Learning Under the Support-Query Shift. CoRR (2022)
Rui Fang, Siyang Jiang, Hsi-Wen Chen, Wei Ding, Ming-Syan Chen
Dual-Triangular QR Decomposition with Global Acceleration and Partially Q-Rotation Skipping. FPT (2022)
Chen-Hsu Yang, Hong-Han Shuai, Chih-Ya Shen, Ming-Syan Chen
Learning to Solve Task-Optimized Group Search for Social Internet of Things. IEEE Trans. Knowl. Data Eng. 34 (11) (2022)
Ya-Wen Teng, Yishuo Shi, De-Nian Yang, Wang-Chien Lee, Philip S. Yu, Ying-Liang Lu, Ming-Syan Chen
Epidemic Spread Optimization for Disease Containment with NPIs and Vaccination. ICDE (2022)
Chih-Ya Shen, Hong-Han Shuai, De-Nian Yang, Guang-Siang Lee, Liang-Hao Huang, Wang-Chien Lee, Ming-Syan Chen
On Extracting Socially Tenuous Groups for Online Social Networks With $k$k-Triangles. IEEE Trans. Knowl. Data Eng. 34 (7) (2022)
Chih-Ya Shen, De-Nian Yang, Wang-Chien Lee, Ming-Syan Chen
Activity Organization for Friend-Making Optimization in Online Social Networks. IEEE Trans. Knowl. Data Eng. 34 (1) (2022)
Hsi-Wen Chen, Hong-Han Shuai, De-Nian Yang, Wang-Chien Lee, Chuan Shi, Philip S. Yu, Ming-Syan Chen
Structure-Aware Parameter-Free Group Query via Heterogeneous Information Network Transformer. ICDE (2021)
Chin-Yuan Yeh, Hsi-Wen Chen, Hong-Han Shuai, De-Nian Yang, Ming-Syan Chen
Attack as the Best Defense: Nullifying Image-to-image Translation GANs via Limit-aware Adversarial Attack. ICCV (2021)
Chia-Chih Lin, Ming-Syan Chen
Attack Is the Best Defense: A Multi-Mode Poisoning PUF Against Machine Learning Attacks. PAKDD (1) (2021)
Chin-Yuan Yeh, Hsi-Wen Chen, Hong-Han Shuai, De-Nian Yang, Ming-Syan Chen
Attack as the Best Defense: Nullifying Image-to-image Translation GANs via Limit-aware Adversarial Attack. CoRR (2021)
Li-Yen Kuo, Chung-Kuang Chou, Ming-Syan Chen
The Framework of Personalized Ranking on Poisson Factorization. IEEE Trans. Knowl. Data Eng. 33 (1) (2021)
Jia-Ming Lin, Kuan-Ting Lai, Bin-Ray Wu, Ming-Syan Chen
Efficient Two-Stream Action Recognition on FPGA. CVPR Workshops (2021)
Siyang Jiang, Hsi-Wen Chen, Ming-Syan Chen
Dataflow Systolic Array Implementations of Exploring Dual-Triangular Structure in QR Decomposition Using High-Level Synthesis. FPT (2021)
Li-Yen Kuo, Ming-Syan Chen
Hierarchical Negative Binomial Factorization for Recommender Systems on Implicit Feedback. AAAI (2021)
Ya-Wen Teng, Yishuo Shi, Chih-Hua Tai, De-Nian Yang, Wang-Chien Lee, Ming-Syan Chen
Influence Maximization Based on Dynamic Personal Perception in Knowledge Graph. ICDE (2021)
Chih-Kai Kang, Hashan Roshantha Mendis, Chun-Han Lin, Ming-Syan Chen, Pi-Cheng Hsiu
Everything Leaves Footprints: Hardware Accelerated Intermittent Deep Inference. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (11) (2020)
Chi-Chun Lin, Kun-Ta Chuang, Wush Chi-Hsuan Wu, Ming-Syan Chen
Budget-Constrained Real-Time Bidding Optimization: Multiple Predictors Make It Better. ACM Trans. Knowl. Discov. Data 14 (2) (2020)
Ya-Wen Teng, Yishuo Shi, Chih-Hua Tai, De-Nian Yang, Wang-Chien Lee, Ming-Syan Chen
Influence Maximization Based on Dynamic Personal Perception in Knowledge Graph. CoRR (2020)
Jiann-Min Ho, Pi-Cheng Hsiu, Ming-Syan Chen
Deadline Flow Scheduling in Datacenters with Time-Varying Bandwidth Allocations. IEEE Trans. Serv. Comput. 13 (3) (2020)
Chun-Yao Kang, Ming-Syan Chen
Balancing Exploration and Exploitation in Self-imitation Learning. PAKDD (2) (2020)
Nai-Yun Cheng, Ming-Syan Chen
Exploring Dual-Triangular Structure for Efficient R-Initiated Tall-Skinny QR on GPGPU. PAKDD (2) (2019)
Yi-Ling Chen, De-Nian Yang, Chih-Ya Shen, Wang-Chien Lee, Ming-Syan Chen
On Efficient Processing of Group and Subsequent Queries for Social Activity Planning. IEEE Trans. Knowl. Data Eng. 31 (12) (2019)
David Kao, Kuan-Ting Lai, Ming-Syan Chen
An Efficient and Resource-Aware Hashtag Recommendation Using Deep Neural Networks. PAKDD (2) (2019)
Shou-Chieh Chao, Kate Ching-Ju Lin, Ming-Syan Chen
Flow Classification for Software-Defined Data Centers Using Stream Mining. IEEE Trans. Serv. Comput. 12 (1) (2019)
Wei-Yu Chen, Tzu-Ming Harry Hsu, Yao-Hung Hubert Tsai, Ming-Syan Chen, Yu-Chiang Frank Wang
Transfer Neural Trees: Semi-Supervised Heterogeneous Domain Adaptation and Beyond. IEEE Trans. Image Process. 28 (9) (2019)
Chung-Kuang Chou, Ming-Syan Chen
Learning Multiple Factors-Aware Diffusion Models in Social Networks. IEEE Trans. Knowl. Data Eng. 30 (7) (2018)
Su-Chen Lin, Mi-Yen Yeh, Ming-Syan Chen
Non-Overlapping Subsequence Matching of Stream Synopses. IEEE Trans. Knowl. Data Eng. 30 (1) (2018)
Hong-Han Shuai, Chih-Ya Shen, De-Nian Yang, Yi-Feng Lan, Wang-Chien Lee, Philip S. Yu, Ming-Syan Chen
A Comprehensive Study on Social Network Mental Disorders Detection via Online Social Media Mining. IEEE Trans. Knowl. Data Eng. 30 (7) (2018)
Chien-Wen Huang, Chung-Kuang Chou, Ming-Syan Chen
A Salient Ensemble of Trees using Cascaded Linear Classifiers with Feature-Cost Constraints. SDM (2018)
Yu-Heng Hsieh, Ming-Syan Chen
Toward Green Computing: Striking the Trade-Off between Memory Usage and Energy Consumption of Sequential Pattern Mining on GPU. AIKE (2018)
Wush Chi-Hsuan Wu, Mi-Yen Yeh, Ming-Syan Chen
Deep Censored Learning of the Winning Price in the Real Time Bidding. KDD (2018)
Yu-Heng Hsieh, Chun-Chieh Chen, Hong-Han Shuai, Ming-Syan Chen
Highly Parallel Sequential Pattern Mining on a Heterogeneous Platform. ICDM (2018)
Ya-Wen Teng, Chih-Hua Tai, Philip S. Yu, Ming-Syan Chen
Revenue Maximization on the Multi-grade Product. SDM (2018)
Li-Yen Kuo, Chung-Kuang Chou, Ming-Syan Chen
Personalized Ranking on Poisson Factorization. SDM (2018)
Chih-Kai Kang, Chun-Han Lin, Pi-Cheng Hsiu, Ming-Syan Chen
HomeRun: HW/SW Co-Design for Program Atomicity on Self-Powered Intermittent Systems. ISLPED (2018)
Hong-Han Shuai, De-Nian Yang, Chih-Ya Shen, Philip S. Yu, Ming-Syan Chen
QMSampler: Joint Sampling of Multiple Networks with Quality Guarantee. IEEE Trans. Big Data 4 (1) (2018)
Kuan-Ting Lai, Chia-Chih Lin, Chun-Yao Kang, Mei-Enn Liao, Ming-Syan Chen
VIVID: Virtual Environment for Visual Deep Learning. ACM Multimedia (2018)
Yi-Chun Chang, Kuan-Ting Lai, Seng-cho Timothy Chou, Ming-Syan Chen
Mining the Networks of Telecommunication Fraud Groups using Social Network Analysis. ASONAM (2017)
Chih-Ya Shen, Liang-Hao Huang, De-Nian Yang, Hong-Han Shuai, Wang-Chien Lee, Ming-Syan Chen
On Finding Socially Tenuous Groups for Online Social Networks. KDD (2017)
Chih-Ya Shen, Hong-Han Shuai, Kuo-Feng Hsu, Ming-Syan Chen
Task-Optimized Group Search for Social Internet of Things. EDBT (2017)
Kate Ching-Ju Lin, Wei-Liang Shen, Ming-Syan Chen, Kun Tan
User-Centric Network MIMO With Dynamic Clustering. IEEE/ACM Trans. Netw. 25 (3) (2017)
Chun-Chieh Chen, Hong-Han Shuai, Ming-Syan Chen
Distributed and scalable sequential pattern mining through stream processing. Knowl. Inf. Syst. 53 (2) (2017)
Li-Yen Kuo, Chung-Kuang Chou, Ming-Syan Chen
Query-oriented Graph Clustering. PAKDD (2) (2017)
Chih-Ya Shen, De-Nian Yang, Liang-Hao Huang, Wang-Chien Lee, Ming-Syan Chen
Socio-Spatial Group Queries for Impromptu Activity Planning. IEEE Trans. Knowl. Data Eng. 28 (1) (2016)
Pei-Lun Liao, Chung-Kuang Chou, Ming-Syan Chen
Uncovering Multiple Diffusion Networks Using the First-Hand Sharing Pattern. SDM (2016)
Chih-Ya Shen, De-Nian Yang, Wang-Chien Lee, Ming-Syan Chen
Spatial-Proximity Optimization for Rapid Task Group Deployment. ACM Trans. Knowl. Discov. Data 10 (4) (2016)
Heng-Yu Chi, Wen-Huang Cheng, Chuang-Wen You, Ming-Syan Chen
What Catches Your Eyes as You Move Around? On the Discovery of Interesting Regions in the Street. MMM (1) (2016)
Wei-Liang Shen, Kate Ching-Ju Lin, Wan-Jie Cheng, Lili Qiu, Ming-Syan Chen
Concurrent Packet Recovery for Distributed Uplink Multiuser MIMO Networks. IEEE Trans. Mob. Comput. 15 (12) (2016)
Chun-Chieh Chen, Chih-Ya Shen, Ming-Syan Chen
Massive parallelism for non-linear and non-stationary data analysis with GPGPU. IEEE BigData (2016)
Wei-Yu Chen, Tzu-Ming Harry Hsu, Yao-Hung Hubert Tsai, Yu-Chiang Frank Wang, Ming-Syan Chen
Transfer Neural Trees for Heterogeneous Domain Adaptation. ECCV (5) (2016)
Chi-Jen Wu, Chin-Fu Ku, Jan-Ming Ho, Ming-Syan Chen
A Novel Pipeline Approach for Efficient Big Data Broadcasting. IEEE Trans. Knowl. Data Eng. 28 (1) (2016)
Han-Ching Ou, Chung-Kuang Chou, Ming-Syan Chen
Influence Maximization for Complementary Goods: Why Parties Fail to Cooperate? CIKM (2016)
Hong-Han Shuai, Chih-Ya Shen, De-Nian Yang, Yi-Feng Lan, Wang-Chien Lee, Philip S. Yu, Ming-Syan Chen
Mining Online Social Data for Detecting Social Network Mental Disorders. WWW (2016)
Chung-Kuang Chou, Chia-Chih Lin, Ming-Syan Chen
Context-aware daily activity summarization with adaptive transmission. SAC (2016)
Wei-Liang Shen, Kate Ching-Ju Lin, Ming-Syan Chen, Kun Tan
Client as a first-class citizen: Practical user-centric network MIMO clustering. INFOCOM (2016)
Heng-Yu Chi, Chun-Chieh Chen, Wen-Huang Cheng, Ming-Syan Chen
UbiShop: Commercial item recommendation using visual part-based object representation. Multim. Tools Appl. 75 (23) (2016)
Hong-Han Shuai, De-Nian Yang, Philip S. Yu, Ming-Syan Chen
A Comprehensive Study on Willingness Maximization for Social Activity Planning with Quality Guarantee. IEEE Trans. Knowl. Data Eng. 28 (1) (2016)
Chi-Chun Lin, Kun-Ta Chuang, Wush Chi-Hsuan Wu, Ming-Syan Chen
Combining Powers of Two Predictors in Optimizing Real-Time Bidding Strategy under Constrained Budget. CIKM (2016)
Hui-Ju Hung, Hong-Han Shuai, De-Nian Yang, Liang-Hao Huang, Wang-Chien Lee, Jian Pei, Ming-Syan Chen
When Social Influence Meets Item Inference. KDD (2016)
Chun-Chieh Chen, Ming-Syan Chen
HiClus: Highly Scalable Density-based Clustering with Heterogeneous Cloud. INNS Conference on Big Data (2015)
Ya-Wen Teng, Chih-Hua Tai, Philip S. Yu, Ming-Syan Chen
An Effective Marketing Strategy for Revenue Maximization with a Quantity Constraint. KDD (2015)
Su-Chen Lin, Shou-De Lin, Ming-Syan Chen
A Learning-based Framework to Handle Multi-round Multi-party Influence Maximization on Social Networks. KDD (2015)
Hong-Han Shuai, Chih-Ya Shen, Hsiang-Chun Hsu, De-Nian Yang, Chung-Kuang Chou, Jihg-Hong Lin, Ming-Syan Chen
Revenue maximization for telecommunications company with social viral marketing. IEEE BigData (2015)
Chih-Ya Shen, De-Nian Yang, Wang-Chien Lee, Ming-Syan Chen
Maximizing Friend-Making Likelihood for Social Activity Organization. CoRR (2015)
Wush Chi-Hsuan Wu, Mi-Yen Yeh, Ming-Syan Chen
Predicting Winning Price in Real Time Bidding with Censored Data. KDD (2015)
Chun-Chieh Chen, Tze-Yu Chen, Jen-Wei Huang, Ming-Syan Chen
Reducing Communication and Merging Overheads for Distributed Clustering Algorithms on the Cloud. CCBD (2015)
Cheng-Ying Liu, Ming-Syan Chen, Chi-Yao Tseng
IncreSTS: Towards Real-Time Incremental Short Text Summarization on Comment Streams from Social Network Services. IEEE Trans. Knowl. Data Eng. 27 (11) (2015)
Yi-Ling Chen, Ming-Syan Chen, Philip S. Yu
Ensemble of Diverse Sparsifications for Link Prediction in Large-Scale Networks. ICDM (2015)
Jhao-Yin Li, Mi-Yen Yeh, Ming-Syan Chen, Jihg-Hong Lin
Modeling social influences from call records and mobile web browsing histories. IEEE BigData (2015)
Chung-Kuang Chou, Ming-Syan Chen
Multiple Factors-Aware Diffusion in Social Networks. PAKDD (1) (2015)
Hong-Han Shuai, De-Nian Yang, Chih-Ya Shen, Philip S. Yu, Ming-Syan Chen
QMSampler: Joint Sampling of Multiple Networks with Quality Guarantee. CoRR (2015)
Jiann-Min Ho, Pi-Cheng Hsiu, Ming-Syan Chen
Improving Serviceability for Virtual Clusters in Bandwidth-Constrained Datacenters. CLOUD (2015)
Ya-Wen Teng, Chih-Hua Tai, Philip S. Yu, Ming-Syan Chen
Modeling and Utilizing Dynamic Influence Strength for Personalized Promotion. ASONAM (2015)
Yu-Lin Chien, Kate Ching-Ju Lin, Ming-Syan Chen
Machine learning based rate adaptation with elastic feature selection for HTTP-based streaming. ICME (2015)
Jiann-Min Ho, Pi-Cheng Hsiu, Ming-Syan Chen
Deadline-aware envy-free admission control in shared datacenter networks. ICC (2015)
Hong-Han Shuai, De-Nian Yang, Philip S. Yu, Ming-Syan Chen
Scale-Adaptive Group Optimization for Social Activity Planning. PAKDD (1) (2015)
Chih-Ya Shen, De-Nian Yang, Liang-Hao Huang, Wang-Chien Lee, Ming-Syan Chen
Socio-Spatial Group Queries for Impromptu Activity Planning. CoRR (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ming-Syan Chen