Institute of Information Science, Academia Sinica

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Recent Research Results

Hong-Yuan Liao

Scaled-YOLOv4: Scaling Cross Stage Partial Network

IEEE Computer Society Conference on Computer Vision and Pattern Recognition, June 2021

Chien-Yao Wang, Alexey Bochkovskiy, and Hong-Yuan Mark Liao

Chun-Shien Lu

Perceptual Indistinguishability-Net (PI-Net): Facial Image Obfuscation with Manipulable Semantics

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021

Jia-Wei Chen, Li-Ju Chen, Chia-Mu Yu, and Chun-Shien Lu

Tyng-Luh Liu

Adaptive Image Transformer for One-Shot Object Detection

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June 2021

Ding-Jie Chen, He-Yen Hsieh and Tyng-Luh Liu

Tyng-Luh Liu

Referring Image Segmentation via Language-Driven Attention

International Conference on Robotics and Automation (ICRA), May 2021

Ding-Jie Chen, He-Yen Hsieh and Tyng-Luh Liu

Lin, Chung-Yen

ATACgraph: profiling genome wide chromatin accessibility from ATAC-seq

Frontiers in Genetics, January 2021

Rita Jui-Hsein Lu, Yen-Ting Liu, Chih Wei Huang, Ming-Ren Yen, Chung-Yen Lin and Pao-Yang Chen

Tyng-Luh Liu

Adaptive and Generative Zero-Shot Learning

Ninth International Conference on Learning Representations (ICLR), May 2021

Yu-Ying Chou, Hsuan-Tien Lin and Tyng-Luh Liu

Wu, Jan-Jan

Efficient Video Captioning on Heterogeneous System Architectures

35th IEEE International Parallel and Distributed Processing Symposium (IPDPS), May 2021

Horng-Ruey Huang, Ding-Yong Hong, Jan-Jan Wu, Pangfeng Liu, Wei-Chung Hsu

S-C. Mu

Not by Equations Alone: Reasoning with Extensible Effects

Journal of Functional Programming, January 2021

Oleg Kiselyov, Shin-Cheng Mu and Amr Sabry

Sung, Ting-Yi

Multi-Q 2 software facilitates isobaric labeling quantitation analysis with improved accuracy and coverage

Scientific Reports, January 2021

Ching-Tai Chen, Jen-Hung Wang, Cheng-Wei Cheng, Wei-Che Hsu, Chu-Ling Ko, Wai-Kok Choong, and Ting-Yi Sung

Wu, Jan-Jan

Parallel Asynchronous Stochastic Dual Coordinate Descent Algorithms for Efficiency and Convergence

29th Euromicro International Conference on Parallel, Distributed and Network-based Processing (PDP 2021), March 2021

Yung-Chen Chen, Pangfeng Liu, Jan-Jan Wu

Mi-Yen Yeh

PASSLEAF: A Pool-bAsed Semi-Supervised LEArning Framework for Uncertain Knowledge Graph Embedding

The 35th AAAI Conference on Artificial Intelligence (AAAI 2021), February 2021

Zhu-Mu Chen, Mi-Yen Yeh, and Tei-Wei Kuo

Mi-Yen Yeh

Accelerating Continuous Normalizing Flow with Trajectory Polynomial Regularization

The 35th AAAI Conference on Artificial Intelligence (AAAI 2021), February 2021

Han-Hsien Huang and Mi-Yen Yeh

Hsu, Wen-Lian

A Flexible Template Generation and Matching Method with Applications for Publication Reference Metadata Extraction

Journal of the Association for Information Science and Technology, To Appear

Ting-Hao Yang, Yu-Lun Hsieh, Shih-Hung Liu, Yung-Chun Chang, and Wen-Lian Hsu

Hsu, Wen-Lian
Tyng-Luh Liu

Text-guided Graph Neural Networks for Referring 3D Instance Segmentation

Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI), February 2021

Pin-Hao Huang, Han-Hung Lee, Hwann-Tzong Chen and Tyng-Luh Liu

Sung, Ting-Yi
Lun-Wei Ku

Assessing the Helpfulness of Learning Materials with Inference-Based Learner-Like Agent

Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), November 2020

Yun-Hsuan Jen, Chieh-Yang Huang, MeiHua Chen, Ting-Hao Huang and Lun-Wei Ku

Lun-Wei Ku

Reactive Supervision: A New Method for Collecting Sarcasm Data

Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), November 2020

Boaz Shmueli, Lun-Wei Ku and Soumya Ray

Hsin-Min Wang

Subspace-based Representation and Learning for Phonotactic Spoken Language Recognition

IEEE/ACM Transactions on Audio, Speech, and Language Processing, November 2020

Hung-Shin Lee, Yu Tsao, Shyh-Kang Jeng, and Hsin-Min Wang

Hong-Yuan Liao

Learning From Music to Visual Storytelling of Shots: A Deep Interactive Learning Mechanism

ACM Multimedia Conference, October 2020

Jen-Chun Lin, Wen-Li Wei, Yen-Yu Lin, Tyng-Luh Liu, and Hong-Yuan Mark Liao

Tyng-Luh Liu

Self-similarity Student for Partial Label Histopathology Image Segmentation

16th European Conference on Computer Vision (ECCV), August 2020

Hsien-Tzu Cheng, Chun-Fu Yeh, Po-Chen Kuo, Andy Wei, Keng-Chi Liu, Mong-Chi Ko, Kuan-Hua Chao, Yu-Ching Peng, and Tyng-Luh Liu

Wu, Jan-Jan

An Adaptive Layer Expansion Algorithm for Efficient Training of Deep Neural Networks

IEEE International Conference on Big Data, December 2020

Leo Chen, Pangfeng Liu, and Jan-Jan Wu

Chun-Shien Lu

Automated Graph Generation at Sentence Level for Reading Comprehension Based on Conceptual Graphs

The 28th International Conference on Computation Linguistics (COLING), December 2020

Wan-Hsuan Lin and Chun-Shien Lu

Yuan-Hao Chang

Determinizing Crash Behavior with a Verified Snapshot-Consistent Flash Translation Layer

USENIX Symposium on Operating Systems Design and Implementation (OSDI), November 2020

Yun-Sheng Chang, Yao Hsiao, Tzu-Chi Lin, Che-Wei Tsao, Chun-Feng Wu, Yuan-Hao Chang, Hsiang-Shang Ko, and Yu-Fang Chen

Chen, Chu-Song

Cross-batch Reference Learning for Deep Retrieval

IEEE Transactions on Neural Networks and Learning Systems, September 2020

Huei-Fang Yang, Kevin Lin, Ting-Yen Chen, and Chu-Song Chen

Lin, Chung-Yen

EpiMOLAS: An Intuitive Web-based Framework for Genome-wide DNA Methylation Analysis

BMC Genomics, April 2020

Sheng-Yao Su, I-Hsuan Lu, Wen-Chih Cheng, Wei-Chun Chung, Pao-Yang Chen, Jan-Ming Ho, Shu-Hwa Chen, Chung-Yen Lin

Academic Activities

20
April

Seminar

CITI--Speech enhancement: array-based versus learning-based approaches

LecturerProf. Ming-Sian Bai, National Tsing Hua University/Department of Power Mechanical Engineering

Time2021-04-20 (Tue.) 14:00 – 16:00

LocationAuditorium 122 at CITI Building

22
April

Seminar

TIGP (BIO)—Identification of Cancer Prognostic Biomarkers from Multi-Omics Data

LecturerProf. Ting-Wen Chen, Institute of Bioinformatics and Systems Biology, National Yang Ming Chiao Tung University

Time2021-04-22 (Thu.) 14:00 – 16:00

LocationAuditorium 101 at IIS new Building

23
April

Seminar

CITI--Early Cancer Detection Using Machine Learning

LecturerDr. Tzu-Yu (Joyce) Liu, Freenome, Inc

Time2021-04-23 (Fri.) 10:30 – 12:30

LocationAuditorium 122 at CITI Building

26
April

Seminar

CITI--Quantum Channel Marginal Problem

LecturerMr. Chung-Yun Hsieh, Institut de Ciències Fotòniques, the Barcelona Institute of Science and Technology

Time2021-04-26 (Mon.) 10:30 – 12:30

LocationAuditorium 122 at CITI Building

26
April

Seminar

TIGP (SNHCC) -- On Data Science with Graph Representation Learning

LecturerProf. Cheng-Te Li, Institute of Data Science, National Cheng Kung University

Time2021-04-26 (Mon.) 14:00 – 16:00

LocationAuditorium106 at IIS new Building

29
April

Seminar

CITI--From 5G toward 6G - Opportunity and Challenge

LecturerDr. I-Kang Fu, MediaTek Inc.

Time2021-04-29 (Thu.) 10:30 – 12:30

LocationAuditorium 122 at CITI Building

Memo(Change of time)

29
April

Seminar

TIGP (BIO)—Crime Scene Investigation in the RNA World: RNA Degradome Data Analysis

LecturerDr. Ho-Ming Chen, Agricultural Biotechnology Research Center, Academia Sinica

Time2021-04-29 (Thu.) 14:00 – 16:00

LocationAuditorium 101 at IIS new Building

3
May

Seminar

CITI--Bridging Distributional Discrepancy with Temporal Dynamics for Video Understanding

LecturerDr. Min Hung Chen, MediaTek Inc.

Time2021-05-03 (Mon.) 14:00 – 16:00

LocationAuditorium 122 at CITI Building

4
May

Seminar

小語料的推理與計算:兼談台灣語奧與 NLP 教育

LecturerProf. Shu-Kai Hsieh, Gsraduate Institute of Linguistic

Time2021-05-04 (Tue.) 10:30 – 12:30

LocationAuditorium106 at IIS new Building

6
May

Seminar

TIGP (BIO)—Exploration for Personalized Combinatorial Chemotherapies for Cancers

LecturerProf. Hsin-Yu Lee, Department of Electrical Engineering, National Taiwan University

Time2021-05-06 (Thu.) 14:00 – 16:00

LocationAuditorium 101 at IIS new Building