Hui Su

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 112

Top Venues

University of Maryland, College Park, MD, USA (PHD)

Education History

University of Maryland, College Park, MD, USA

PHD

Publications

Yuqing Liang, Hui Su, Jinlan Liu, Dongpo Xu
mPage: Probabilistic Gradient Estimator With Momentum for Non-Convex Optimization. IEEE Trans. Signal Process. 72 (2024)
Hui Su, Zhi Tian, Xiaoyu Shen, Xunliang Cai
Unraveling the Mystery of Scaling Laws: Part I. CoRR (2024)
Alex Chandler, Devesh Surve, Hui Su
Detecting Errors through Ensembling Prompts (DEEP): An End-to-End LLM Framework for Detecting Factual Errors. CoRR (2024)
Jisoo Choi, Chau-Wai Wong, Hui Su, Min Wu
Analysis of ENF Signal Extraction From Videos Acquired by Rolling Shutters. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Xue Han, Yitong Wang, Junlan Feng, Chao Deng, Zhan-Heng Chen, Yu-An Huang, Hui Su, Lun Hu, Pengwei Hu
A survey of transformer-based multimodal pre-trained modals. Neurocomputing 515 (2023)
Jingyi Shi, Yang Xiao, Yuekang Li, Yeting Li, Dongsong Yu, Chendong Yu, Hui Su, Yufeng Chen, Wei Huo
ACETest: Automated Constraint Extraction for Testing Deep Learning Operators. CoRR (2023)
Jiarui Fang, Zilin Zhu, Shenggui Li, Hui Su, Yang Yu, Jie Zhou, Yang You
Parallel Training of Pre-Trained Models via Chunk-Based Dynamic Memory Management. IEEE Trans. Parallel Distributed Syst. 34 (1) (2023)
Hui Su, Yue Ye, Wei Hua, Lechao Cheng, Mingli Song
SASFormer: Transformers for Sparsely Annotated Semantic Segmentation. ICME (2023)
Chen Lin, Yourong Xu, Hui Su
Visual Named Entity Validation for Short Names in Financial Domain with Fine-Tuned BERT and Data Augmentation. FICC (1) (2023)
Jingyi Shi, Yang Xiao, Yuekang Li, Yeting Li, Dongsong Yu, Chendong Yu, Hui Su, Yufeng Chen, Wei Huo
ACETest: Automated Constraint Extraction for Testing Deep Learning Operators. ISSTA (2023)
Hui Su, Yue Ye, Wei Hua, Lechao Cheng, Mingli Song
SASFormer: Transformers for Sparsely Annotated Semantic Segmentation. CoRR (2022)
Jie Zhou, Le Tian, Houjin Yu, Zhou Xiao, Hui Su, Jie Zhou
Dual Context-Guided Continuous Prompt Tuning for Few-Shot Learning. ACL (Findings) (2022)
Hui Su, Weiwei Shi, Xiaoyu Shen, Zhou Xiao, Tuo Ji, Jiarui Fang, Jie Zhou
RoCBert: Robust Chinese Bert with Multimodal Contrastive Pretraining. ACL (1) (2022)
Hyoshin Park, Justice Darko, Niharika Deshpande, Venktesh Pandey, Hui Su, Masahiro Ono, Dedrick Barkely, Larkin Folsom, Derek J. Posselt, Steve Chien
Temporal Multimodal Multivariate Learning. CoRR (2022)
Hyoshin Park, Justice Darko, Niharika Deshpande, Venktesh Pandey, Hui Su, Masahiro Ono, Dedrick Barkely, Larkin Folsom, Derek J. Posselt, Steve Chien
Temporal Multimodal Multivariate Learning. KDD (2022)
Yi Zhao, Qi Tan, Xiaohua Xu, Hui Su, Dan Wang, Ke Xu
Congestion-Aware Modeling and Analysis of Sponsored Data Plan from End User Perspective. IWQoS (2022)
Hui Su, Limei Zhang, Lishan Qiao, Mingxia Liu
Estimating high-order brain functional networks by correlation-preserving embedding. Medical Biol. Eng. Comput. 60 (10) (2022)
Hui Su, Yue Ye, Zhiwei Chen, Mingli Song, Lechao Cheng
Re-Attention Transformer for Weakly Supervised Object Localization. BMVC (2022)
Hui Su, Yue Ye, Zhiwei Chen, Mingli Song, Lechao Cheng
Re-Attention Transformer for Weakly Supervised Object Localization. CoRR (2022)
Hui Su, Xiao Zhou, Houjin Yu, Yuwen Chen, Zilin Zhu, Yang Yu, Jie Zhou
WeLM: A Well-Read Pre-trained Language Model for Chinese. CoRR (2022)
Alberto Candela, Jason Swope, Steve Chien, Hui Su, Peyman Tavallali
Dynamic Targeting for Improved Tracking of Storm Features. IGARSS (2022)
Jingning Han, Bohan Li, Debargha Mukherjee, Ching-Han Chiang, Adrian Grange, Cheng Chen, Hui Su, Sarah Parker, Sai Deng, Urvang Joshi, Yue Chen, Yunqing Wang, Paul Wilkins, Yaowu Xu, James Bankoski
A Technical Overview of AV1. Proc. IEEE 109 (9) (2021)
Xiangyang Mou, Chenghao Yang, Mo Yu, Bingsheng Yao, Xiaoxiao Guo, Saloni Potdar, Hui Su
Narrative Question Answering with Cutting-Edge Open-Domain QA Techniques: A Comprehensive Study. Trans. Assoc. Comput. Linguistics 9 (2021)
Hui Su, Yi Zuo, Tieshan Li
Ship detection in navigation based on broad learning system. SPAC (2021)
Junyan Huo, Menglin Zhang, Wenhan Qiao, Fuzheng Yang, Hui Su, Debargha Mukherjee
Improved Chroma from Luma Prediction in AV1 Based On Virtual Chroma Block Generation. ICME (2021)
Rongzhi Zhang, Yulong Gu, Xiaoyu Shen, Hui Su
Knowledge-enhanced Session-based Recommendation with Temporal Transformer. CoRR (2021)
Xiangyang Mou, Chenghao Yang, Mo Yu, Bingsheng Yao, Xiaoxiao Guo, Saloni Potdar, Hui Su
Narrative Question Answering with Cutting-Edge Open-Domain QA Techniques: A Comprehensive Study. CoRR (2021)
Xiangyang Mou, Mo Yu, Shiyu Chang, Yufei Feng, Li Zhang, Hui Su
Complementary Evidence Identification in Open-Domain Question Answering. CoRR (2021)
Jaimie Drozdal, Albert Chang, Will Fahey, Nikhilas Murthy, Lehar Mogilisetty, Jody Sunray, Curtis Powell, Hui Su
The Design and Evaluation of a Chatbot for Human Resources. HCI (44) (2021)
Ernie Chang, Xiaoyu Shen, Dawei Zhu, Vera Demberg, Hui Su
Neural Data-to-Text Generation with LM-based Text Augmentation. CoRR (2021)
Bo Shi, Hui Su, Xu Du, Bao Jiao, Lin Wang
Research on and Application of Tunnel Structure Defects Prediction Using Machine Learning Methods. MMBD/MLIS (2021)
Shannon Briggs, Matthew Peveler, Jaimie Drozdal, Hui Su, Jonas Braasch
Thematic Units Comparisons Between Analog and Digital Brainstorming. HCI (4) (2021)
Xiangyang Mou, Mo Yu, Shiyu Chang, Yufei Feng, Li Zhang, Hui Su
Complementary Evidence Identification in Open-Domain Question Answering. EACL (2021)
Ernie Chang, Xiaoyu Shen, Dawei Zhu, Vera Demberg, Hui Su
Neural Data-to-Text Generation with LM-based Text Augmentation. EACL (2021)
Xiangyang Mou, Brandyn Sigouin, Ian Steenstra, Hui Su
Multimodal Dialogue State Tracking By QA Approach with Data Augmentation. CoRR (2020)
Pengwei Hu, Chenhao Lin, Hui Su, Shaochun Li, Xue Han, Yuan Zhang, Jing Mei
BlueMemo: Depression Analysis through Twitter Posts. IJCAI (2020)
Shannon Briggs, Matthew Peveler, Jaimie Drozdal, Lilit Balagyozyan, Jonas Braasch, Hui Su
Brainstorming for Sensemaking in a Multimodal, Multiuser Cognitive Environment. HCI (41) (2020)
Samuel Chabot, Jaimie Drozdal, Matthew Peveler, Yalun Zhou, Hui Su, Jonas Braasch
A Collaborative, Immersive Language Learning Environment Using Augmented Panoramic Imagery. iLRN (2020)
Rahul R. Divekar, Hui Su, Jeffrey O. Kephart, Maíra Gatti de Bayser, Melina Alberio Guerra, Xiangyang Mou, Matthew Peveler, Lisha Chen
HUMAINE: Human Multi-Agent Immersive Negotiation Competition. CHI Extended Abstracts (2020)
Hui Su, Xiaoyu Shen, Xiao Zhou, Zheng Zhang, Ernie Chang, Cheng Zhang, Cheng Niu, Jie Zhou
MovieChats: Chat like Humans in a Closed Domain. EMNLP (1) (2020)
Wei Sun, Hui Su, Huacheng Xie
Policy-Engineering Optimization with Visual Representation and Separation-of-Duty Constraints in Attribute-Based Access Control. Future Internet 12 (10) (2020)
Yan-shuo Chang, Ming-Yu Wang, Lang He, Wei Lu, Hui Su, Ni Gao, Xin-An Yang
Joint deep semantic embedding and metric learning for person re-identification. Pattern Recognit. Lett. 130 (2020)
Hui Su, Xiaoyu Shen, Sanqiang Zhao, Xiao Zhou, Pengwei Hu, Randy Zhong, Cheng Niu, Jie Zhou
Diversifying Dialogue Generation with Non-Conversational Text. CoRR (2020)
Jaimie Drozdal, Justin D. Weisz, Dakuo Wang, Gaurav Dass, Bingsheng Yao, Changruo Zhao, Michael J. Muller, Lin Ju, Hui Su
Trust in AutoML: exploring information needs for establishing trust in automated machine learning systems. IUI (2020)
Matthew Peveler, Jeramey Tyler, Dacoda B. Nelson, Renato Cerqueira, Hui Su
Browser Based Digital Sticky Notes for Design Thinking. Conference on Designing Interactive Systems (Companion Volume) (2020)
Chenhao Lin, Pengwei Hu, Hui Su, Shaochun Li, Jing Mei, Jie Zhou, Henry Leung
SenseMood: Depression Detection on Social Media. ICMR (2020)
Zaid Bin Tariq, Arun Iyengar, Lara Marcuse, Hui Su, Bülent Yener
Patient-Specific Seizure Prediction Using Single Seizure Electroencephalography Recording. CoRR (2020)
Yunsheng Fan, Hui Su, Guofeng Wang
A method and application platform of testing technology for unmanned ship. CACRE (2020)
Matthew Peveler, Jeffrey O. Kephart, Xiangyang Mou, Gordon Clement, Hui Su
A Virtual Mouse Interface for Supporting Multi-user Interactions. HCI (2) (2020)
Rui Zhao, Hui Su, Qiang Ji
Bayesian Adversarial Human Motion Synthesis. CVPR (2020)
Xiaoyu Shen, Ernie Chang, Hui Su, Cheng Niu, Dietrich Klakow
Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence. ACL (2020)
Lisha Chen, Hui Su, Qiang Ji
Deep Structured Prediction for Facial Landmark Detection. CoRR (2020)
Xiangyang Mou, Mo Yu, Bingsheng Yao, Chenghao Yang, Xiaoxiao Guo, Saloni Potdar, Hui Su
Frustratingly Hard Evidence Retrieval for QA Over Books. CoRR (2020)
Hui Su, Xiaoyu Shen, Sanqiang Zhao, Xiao Zhou, Pengwei Hu, Randy Zhong, Cheng Niu, Jie Zhou
Diversifying Dialogue Generation with Non-Conversational Text. ACL (2020)
Yi Zhao, Haiyang Wang, Hui Su, Liang Zhang, Rui Zhang, Dan Wang, Ke Xu
Understand Love of Variety in Wireless Data Market Under Sponsored Data Plans. IEEE J. Sel. Areas Commun. 38 (4) (2020)
Yi Zhao, Ke Xu, Yifeng Zhong, Xiangyang Li, Ning Wang, Hui Su, Meng Shen, Ziwei Li
Incentive mechanisms for mobile data offloading through operator-owned WiFi access points. Comput. Networks 174 (2020)
Xiangyang Mou, Mo Yu, Bingsheng Yao, Chenghao Yang, Xiaoxiao Guo, Saloni Potdar, Hui Su
Frustratingly Hard Evidence Retrieval for QA Over Books. NUSE@ACL (2020)
Jaimie Drozdal, Justin D. Weisz, Dakuo Wang, Gaurav Dass, Bingsheng Yao, Changruo Zhao, Michael J. Muller, Lin Ju, Hui Su
Trust in AutoML: Exploring Information Needs for Establishing Trust in Automated Machine Learning Systems. CoRR (2020)
Mingliang Chen, Hui Su, Sai Deng, Yaowu Xu
Machine Learning Based Symbol Probability Distribution Prediction For Entropy Coding In Av1. ICIP (2020)
Xiaoyu Shen, Ernie Chang, Hui Su, Jie Zhou, Dietrich Klakow
Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence. CoRR (2020)
Matthew Peveler, Shannon Briggs, Jaimie Drozdal, Lilit Balagyozyan, Chang Sun, Michael Perrone, Hui Su
Translating the Pen and Paper Brainstorming Process into a Cognitive and Immersive System. HCI (2) (2019)
Svetla M. Hristova-Veleva, Bjorn Lambrigtsen, Hui Su, Jeffrey Reid, Saiprasanth Bhalachandran, Hua Leighton, Sundararaman Gopalakrishnan, Andrés Navarro, Francisco J. Tapiador, P. Peggy Li, Brian W. Knosp, F. Joseph Turk, William Lee Poulsen, Quoc Vu, Ziad S. Haddad, Tsae-Pyng Shen, Bryan W. Stiles
An Eye on the Storm: Uncovering Multi-Variate Relationships with a Science-Driven System For Interactive Analysis and Visualization; Motivating Machine-Learning Discoveries for Hurricane Rapid Intensity Changes. IGARSS (2019)
Rahul R. Divekar, Jeffrey O. Kephart, Xiangyang Mou, Lisha Chen, Hui Su
You Talkin' to Me? A Practical Attention-Aware Embodied Agent. INTERACT (3) (2019)
Rui Zhao, Wanru Xu, Hui Su, Qiang Ji
Bayesian Hierarchical Dynamic Model for Human Action Recognition. CVPR (2019)
Lisha Chen, Hui Su, Qiang Ji
Face Alignment With Kernel Density Deep Neural Network. ICCV (2019)
Hui Su, Xiaoyu Shen, Rongzhi Zhang, Fei Sun, Pengwei Hu, Cheng Niu, Jie Zhou
Improving Multi-turn Dialogue Modelling with Utterance ReWriter. ACL (1) (2019)
Hui Su, Mingliang Chen, Alexander Bokov, Debargha Mukherjee, Yunqing Wang, Yue Chen
Machine Learning Accelerated Transform Search For AV1. PCS (2019)
Kang Wang, Hui Su, Qiang Ji
Neuro-Inspired Eye Tracking With Eye Movement Dynamics. CVPR (2019)
Zev Battad, Jeramey Tyler, Hui Su, Mei Si
A Coordinated Multi-channel Information Presentation Framework for Data Exploration. HCI (4) (2019)
Rahul R. Divekar, Xiangyang Mou, Lisha Chen, Maíra Gatti de Bayser, Melina Alberio Guerra, Hui Su
Embodied Conversational AI Agents in a Multi-modal Multi-agent Competitive Dialogue. IJCAI (2019)
Xiaoyu Shen, Jun Suzuki, Kentaro Inui, Hui Su, Dietrich Klakow, Satoshi Sekine
Select and Attend: Towards Controllable Content Selection in Text Generation. CoRR (2019)
Wei Sun, Hui Su, Hongbing Liu
Role-Engineering Optimization with Cardinality Constraints and User-Oriented Mutually Exclusive Constraints. Inf. 10 (11) (2019)
Yi Zhao, Hui Su, Liang Zhang, Dan Wang, Ke Xu
Variety matters: a new model for the wireless data market under sponsored data plans. IWQoS (2019)
Xiaoyu Shen, Yang Zhao, Hui Su, Dietrich Klakow
Improving Latent Alignment in Text Summarization by Generalizing the Pointer Generator. EMNLP/IJCNLP (1) (2019)
David Allen, Rahul R. Divekar, Jaimie Drozdal, Lilit Balagyozyan, Shuyue Zheng, Ziyi Song, Huang Zou, Jeramey Tyler, Xiangyang Mou, Rui Zhao, Helen Zhou, Jianling Yue, Jeffrey O. Kephart, Hui Su
The Rensselaer Mandarin Project - A Cognitive and Immersive Language Learning Environment. AAAI (2019)
Rui Zhao, Kang Wang, Hui Su, Qiang Ji
Bayesian Graph Convolution LSTM for Skeleton Based Action Recognition. ICCV (2019)
Kang Wang, Rui Zhao, Hui Su, Qiang Ji
Generalizing Eye Tracking With Bayesian Adversarial Learning. CVPR (2019)
Xiaoyu Shen, Jun Suzuki, Kentaro Inui, Hui Su, Dietrich Klakow, Satoshi Sekine
Select and Attend: Towards Controllable Content Selection in Text Generation. EMNLP/IJCNLP (1) (2019)
Lisha Chen, Hui Su, Qiang Ji
Deep Structured Prediction for Facial Landmark Detection. NeurIPS (2019)
Hui Su, Chi-Yo Tsai, Yunqing Wang, Yaowu Xu
Machine Learning Accelerated Partition Search for Video Encoding. ICIP (2019)
Hui Su, Xiaoyu Shen, Rongzhi Zhang, Fei Sun, Pengwei Hu, Cheng Niu, Jie Zhou
Improving Multi-turn Dialogue Modelling with Utterance ReWriter. CoRR (2019)
Samuel Chabot, Jaimie Drozdal, Yalun Zhou, Hui Su, Jonas Braasch
Language Learning in a Cognitive and Immersive Environment Using Contextualized Panoramic Imagery. HCI (35) (2019)
Matthew Peveler, Jeffrey O. Kephart, Hui Su
Reagent: Converting Ordinary Webpages into Interactive Software Agents. IJCAI (2019)
Qian Li, Hui Su, Cheng Niu, Daling Wang, Zekang Li, Shi Feng, Yifei Zhang
Answer-Supervised Question Reformulation for Enhancing Conversational Machine Comprehension. MRQA@EMNLP (2019)
Yue Chen, Debargha Mukherjee, Jingning Han, Adrian Grange, Yaowu Xu, Zoe Liu, Sarah Parker, Cheng Chen, Hui Su, Urvang Joshi, Ching-Han Chiang, Yunqing Wang, Paul Wilkins, Jim Bankoski, Luc N. Trudeau, Nathan E. Egge, Jean-Marc Valin, Thomas Davies, Steinar Midtskogen, Andrey Norkin, Peter De Rivaz
An Overview of Core Coding Tools in the AV1 Video Codec. PCS (2018)
Bjorn Lambrigtsen, Van Dang, Francis Joseph Turk, Svetla M. Hristova-Veleva, Hui Su, Yixin Wen
All-Weather Tropospheric 3-D Wind From Microwave Sounders. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (6) (2018)
Jiahao Li, Hui Su, Alex Converse, Bin Li, Roger Zhou, Bruce Lin, Jizheng Xu, Yan Lu, Ruiqin Xiong
Intra Block Copy for Screen Content in the Emerging AV1 Video Codec. DCC (2018)
Zhibing Zhao, Haoming Li, Junming Wang, Jeffrey O. Kephart, Nicholas Mattei, Hui Su, Lirong Xia
A Cost-Effective Framework for Preference Elicitation and Aggregation. UAI (2018)
Matthew Peveler, Jeffrey O. Kephart, Hui Su
Reagent: Converting Ordinary Webpages into Interactive Software Agents. CoRR (2018)
Hui Su, Xiaoyu Shen, Pengwei Hu, Wenjie Li, Yun Chen
Dialogue Generation With GAN. AAAI (2018)
Xiaoyu Shen, Hui Su
Towards Better Variational Encoder-Decoders in Seq2Seq Tasks. AAAI (2018)
Xiaoyu Shen, Hui Su, Shuzi Niu, Vera Demberg
Improving Variational Encoder-Decoders in Dialogue Generation. AAAI (2018)
Xiaoyu Shen, Hui Su, Wenjie Li, Dietrich Klakow
Nexus Network: Connecting the Preceding and the Following in Dialogue Generation. EMNLP (2018)
Rahul R. Divekar, Matthew Peveler, Robert Rouhani, Rui Zhao, Jeffrey O. Kephart, David Allen, Kang Wang, Qiang Ji, Hui Su
CIRA: An Architecture for Building Configurable Immersive Smart-Rooms. IntelliSys (2) (2018)
Hui Su, Xiaoyu Shen, Wenjie Li, Dietrich Klakow
NEXUS Network: Connecting the Preceding and the Following in Dialogue Generation. CoRR (2018)
Rui Zhao, Kang Wang, Rahul R. Divekar, Robert Rouhani, Hui Su, Qiang Ji
An Immersive System with Multi-Modal Human-Computer Interaction. FG (2018)
Zhibing Zhao, Haoming Li, Junming Wang, Jeffrey O. Kephart, Nicholas Mattei, Hui Su, Lirong Xia
A Cost-Effective Framework for Preference Elicitation and Aggregation. CoRR (2018)
Rahul R. Divekar, Jaimie Drozdal, Yalun Zhou, Ziyi Song, David Allen, Robert Rouhani, Rui Zhao, Shuyue Zheng, Lilit Balagyozyan, Hui Su
Interaction Challenges in AI Equipped Environments Built to Teach Foreign Languages Through Dialogue and Task-Completion. Conference on Designing Interactive Systems (2018)
Xiaoyu Shen, Hui Su, Shuzi Niu, Vera Demberg
Improving Variational Encoder-Decoders in Dialogue Generation. CoRR (2018)
Xiaoyu Shen, Hui Su, Yanran Li, Wenjie Li, Shuzi Niu, Yang Zhao, Akiko Aizawa, Guoping Long
A Conditional Variational Framework for Dialog Generation. ACL (2) (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hui Su