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ORCIDShumin Zhai
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- affiliation: IBM Almaden Research Center, San Jose, USA
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2020 – today
- 2024
[c109]Danqing Shi
, Yujun Zhu, Jussi P. P. Jokinen, Aditya Acharya, Aini Putkonen, Shumin Zhai, Antti Oulasvirta:
CRTypist: Simulating Touchscreen Typing Behavior via Computational Rationality. CHI 2024: 942:1-942:17- [c108]Susan Lin, Jeremy Warner, J. D. Zamfirescu-Pereira, Matthew G. Lee, Sauhard Jain, Shanqing Cai, Piyawat Lertvittayakumjorn, Michael Xuelin Huang, Shumin Zhai, Bjoern Hartmann, Can Liu:
Rambler: Supporting Writing With Speech via LLM-Assisted Gist Manipulation. CHI 2024: 1043:1-1043:19 - [c107]Yanxiang Zhang, Yuanbo Zhang, Haicheng Sun, Yun Wang, Gary Sivek, Shumin Zhai:
Neural Search Space in Gboard Decoder. EMNLP (Industry Track) 2024: 1245-1254 - [c106]Piyawat Lertvittayakumjorn, Shanqing Cai, Billy Dou, Cedric Ho, Shumin Zhai:
Can Capacitive Touch Images Enhance Mobile Keyboard Decoding? UIST 2024: 8:1-8:17 - [c105]Zheer Xu, Shanqing Cai, Mukund Varma T., Subhashini Venugopalan, Shumin Zhai:
SkipWriter: LLM-Powered Abbreviated Writing on Tablets. UIST 2024: 22:1-22:13 - [i6]Susan Lin, Jeremy Warner, J. D. Zamfirescu-Pereira, Matthew G. Lee, Sauhard Jain, Michael Xuelin Huang, Piyawat Lertvittayakumjorn, Shanqing Cai, Shumin Zhai, Björn Hartmann, Can Liu:
Rambler: Supporting Writing With Speech via LLM-Assisted Gist Manipulation. CoRR abs/2401.10838 (2024) - [i5]Renjie Liu, Yanxiang Zhang, Yun Zhu, Haicheng Sun, Yuanbo Zhang, Michael Xuelin Huang, Shanqing Cai, Lei Meng, Shumin Zhai:
Proofread: Fixes All Errors with One Tap. CoRR abs/2406.04523 (2024) - [i4]Piyawat Lertvittayakumjorn, Shanqing Cai, Billy Dou, Cedric Ho, Shumin Zhai:
Can Capacitive Touch Images Enhance Mobile Keyboard Decoding? CoRR abs/2410.02264 (2024) - [i3]Yanxiang Zhang, Yuanbo Zhang, Haicheng Sun, Yun Wang, Billy Dou, Gary Sivek, Shumin Zhai:
Neural Search Space in Gboard Decoder. CoRR abs/2410.15575 (2024) - 2023
- [j28]Tianshi Li, Philip Quinn, Shumin Zhai:
C-PAK: Correcting and Completing Variable-Length Prefix-Based Abbreviated Keystrokes. ACM Trans. Comput. Hum. Interact. 30(1): 1-35 (2023) - [c104]Jeremy Chu, Dongsheng An, Yan Ma, Wenzhe Cui, Shumin Zhai, Xianfeng David Gu, Xiaojun Bi:
WordGesture-GAN: Modeling Word-Gesture Movement with Generative Adversarial Network. CHI 2023: 287:1-287:15 - [c103]Jeremy Chu, Yan Ma, Shumin Zhai, Xianfeng David Gu, Xiaojun Bi:
TouchType-GAN: Modeling Touch Typing with Generative Adversarial Network. UIST 2023: 29:1-29:13 - [i2]Yuanbo Zhang, Daniel Ramage, Zheng Xu, Yanxiang Zhang, Shumin Zhai, Peter Kairouz:
Private Federated Learning in Gboard. CoRR abs/2306.14793 (2023) - 2022
- [c102]Mingrui Ray Zhang, Shumin Zhai, Jacob O. Wobbrock:
TypeAnywhere: A QWERTY-Based Text Entry Solution for Ubiquitous Computing. CHI 2022: 339:1-339:16 - [c101]Maozheng Zhao, Henry Huang, Zhi Li, Rui Liu, Wenzhe Cui, Kajal Toshniwal, Ananya Goel, Andrew Wang, Xia Zhao, Sina Rashidian, Furqan Baig, Khiem Phi, Shumin Zhai, I. V. Ramakrishnan, Fusheng Wang, Xiaojun Bi:
EyeSayCorrect: Eye Gaze and Voice Based Hands-free Text Correction for Mobile Devices. IUI 2022: 470-482 - 2021
- [c100]Yu-Jung Ko, Hang Zhao, I. V. Ramakrishnan, Shumin Zhai, Xiaojun Bi:
Issues Related to Using Finger-Fitts law to Model One-Dimensional Touch Pointing Tasks. CCHI 2021: 41-49 - [c99]Mingrui Ray Zhang, Shumin Zhai:
PhraseFlow: Designs and Empirical Studies of Phrase-Level Input. CHI 2021: 197:1-197:13 - [c98]Michael Xuelin Huang, Yang Li, Nazneen Nazneen, Alexander Chao, Shumin Zhai:
TapNet: The Design, Training, Implementation, and Applications of a Multi-Task Learning CNN for Off-Screen Mobile Input. CHI 2021: 282:1-282:11 - [c97]Maozheng Zhao, Wenzhe Cui, I. V. Ramakrishnan, Shumin Zhai, Xiaojun Bi:
Voice and Touch Based Error-tolerant Multimodal Text Editing and Correction for Smartphones. UIST 2021: 162-178 - [c96]Yan Ma, Shumin Zhai, I. V. Ramakrishnan, Xiaojun Bi:
Modeling Touch Point Distribution with Rotational Dual Gaussian Model. UIST 2021: 1197-1209 - [i1]Michael Xuelin Huang, Yang Li, Nazneen Nazneen, Alexander Chao, Shumin Zhai:
TapNet: The Design, Training, Implementation, and Applications of a Multi-Task Learning CNN for Off-Screen Mobile Input. CoRR abs/2102.09087 (2021) - 2020
- [c95]Yu-Jung Ko, Hang Zhao, Yoonsang Kim, I. V. Ramakrishnan, Shumin Zhai, Xiaojun Bi:
Modeling Two Dimensional Touch Pointing. UIST 2020: 858-868
2010 – 2019
- 2019
- [c94]Philip Quinn, Seungyon Claire Lee, Melissa Barnhart, Shumin Zhai:
Active Edge: Designing Squeeze Gestures for the Google Pixel 2. CHI 2019: 274 - [c93]Mitchell L. Gordon, Shumin Zhai:
Touchscreen Haptic Augmentation Effects on Tapping, Drag and Drop, and Path Following. CHI 2019: 373 - [c92]Can Liu, Hamed S. Alavi, Enrico Costanza, Shumin Zhai, Wendy E. Mackay, Wendy Moncur:
Rigor, Relevance and Impact: The Tensions and Trade-Offs Between Research in the Lab and in the Wild. CHI Extended Abstracts 2019 - [c91]Suwen Zhu, Jingjie Zheng, Shumin Zhai, Xiaojun Bi:
i'sFree: Eyes-Free Gesture Typing via a Touch-Enabled Remote Control. CHI 2019: 448 - [c90]Mingrui Ray Zhang, Shumin Zhai, Jacob O. Wobbrock:
Text Entry Throughput: Towards Unifying Speed and Accuracy in a Single Performance Metric. CHI 2019: 636 - 2018
- [j27]Philip Quinn, Shumin Zhai:
Modeling Gesture-Typing Movements. Hum. Comput. Interact. 33(3): 234-280 (2018) - [c89]Jin Huang, Feng Tian, Xiangmin Fan, Xiaolong (Luke) Zhang, Shumin Zhai:
Understanding the Uncertainty in 1D Unidirectional Moving Target Selection. CHI 2018: 237 - [c88]Jingjie Zheng, Xiaojun Bi, Kun Li, Yang Li, Shumin Zhai:
M3 Gesture Menu: Design and Experimental Analyses of Marking Menus for Touchscreen Mobile Interaction. CHI 2018: 249 - [c87]Suwen Zhu, Tianyao Luo, Xiaojun Bi, Shumin Zhai:
Typing on an Invisible Keyboard. CHI 2018: 439 - 2017
- [c86]Shumin Zhai:
Modern Touchscreen Keyboards as Intelligent User Interfaces: A Research Review. IUI 2017: 1-2 - 2016
- [c85]Xiaojun Bi, Shumin Zhai:
IJQwerty: What Difference Does One Key Change Make? Gesture Typing Keyboard Optimization Bounded by One Key Position Change from Qwerty. CHI 2016: 49-58 - [c84]Philip Quinn, Shumin Zhai:
A Cost-Benefit Study of Text Entry Suggestion Interaction. CHI 2016: 83-88 - [c83]Mitchell L. Gordon, Tom Ouyang, Shumin Zhai:
WatchWriter: Tap and Gesture Typing on a Smartwatch Miniature Keyboard with Statistical Decoding. CHI 2016: 3817-3821 - [c82]Xiaojun Bi, Shumin Zhai:
Predicting Finger-Touch Accuracy Based on the Dual Gaussian Distribution Model. UIST 2016: 313-319 - 2015
- [j26]Huawei Tu, Xiangshi Ren, Shumin Zhai:
Differences and Similarities between Finger and Pen Stroke Gestures on Stationary and Mobile devices. ACM Trans. Comput. Hum. Interact. 22(5): 22:1-22:39 (2015) - [j25]Shumin Zhai:
TOCHI Editor-in-Chief Transition: Farewell from Shumin Zhai, Welcome Ken Hinckley. ACM Trans. Comput. Hum. Interact. 22(6): 27e:1-27e:5 (2015) - [c81]Andrew Fowler, Kurt Partridge, Ciprian Chelba, Xiaojun Bi, Tom Ouyang, Shumin Zhai:
Effects of Language Modeling and its Personalization on Touchscreen Typing Performance. CHI 2015: 649-658 - [c80]Shyam Reyal, Shumin Zhai, Per Ola Kristensson:
Performance and User Experience of Touchscreen and Gesture Keyboards in a Lab Setting and in the Wild. CHI 2015: 679-688 - [c79]Parmit K. Chilana, Mary Czerwinski, Tovi Grossman, Chris Harrison, Ranjitha Kumar, Tapan S. Parikh, Shumin Zhai:
Technology Transfer of HCI Research Innovations: Challenges and Opportunities. CHI Extended Abstracts 2015: 823-828 - [c78]Per Ola Kristensson, Xiaojun Bi, Andrew Howes, Antti Oulasvirta, Roderick Murray-Smith, Harold Thimbleby, John Williamson, Shumin Zhai:
Principles, Techniques and Perspectives on Optimization and HCI. CHI Extended Abstracts 2015: 2441-2444 - [c77]Brian A. Smith, Xiaojun Bi, Shumin Zhai:
Optimizing Touchscreen Keyboards for Gesture Typing. CHI 2015: 3365-3374 - [c76]Ouais Alsharif, Tom Ouyang, Françoise Beaufays, Shumin Zhai, Thomas M. Breuel, Johan Schalkwyk:
Long short term memory neural network for keyboard gesture decoding. ICASSP 2015: 2076-2080 - 2014
- [j24]Shumin Zhai:
Editorial: TOCHI turns twenty. ACM Trans. Comput. Hum. Interact. 21(1): 1:1-1:4 (2014) - [c75]Xiaojun Bi, Tom Ouyang, Shumin Zhai:
Both complete and correct?: multi-objective optimization of touchscreen keyboard. CHI 2014: 2297-2306 - 2013
- [j23]Minghui Sun, Xiangshi Ren, Shumin Zhai, Feng Wang:
The impact of candidate display styles for Japanese and Chinese characters on input efficiency. Int. J. Hum. Comput. Stud. 71(3): 236-249 (2013) - [c74]Xiaojun Bi, Shiri Azenkot, Kurt Partridge, Shumin Zhai:
Octopus: evaluating touchscreen keyboard correction and recognition algorithms via. CHI 2013: 543-552 - [c73]Xiaojun Bi, Yang Li, Shumin Zhai:
FFitts law: modeling finger touch with fitts' law. CHI 2013: 1363-1372 - [c72]Joseph Kaye, Beverley Ford, Dianne Murray, Doug Sery, Peter Thomas, Steve Whittaker, Shumin Zhai:
The future of HCI publishing in journals and books. CHI Extended Abstracts 2013: 2465-2468 - [c71]Ying Yin, Tom Ouyang, Kurt Partridge, Shumin Zhai:
Making touchscreen keyboards adaptive to keys, hand postures, and individuals: a hierarchical spatial backoff model approach. CHI 2013: 2775-2784 - [c70]Xiaojun Bi, Shumin Zhai:
Bayesian touch: a statistical criterion of target selection with finger touch. UIST 2013: 51-60 - 2012
- [j22]Shumin Zhai, Per Ola Kristensson:
The word-gesture keyboard: reimagining keyboard interaction. Commun. ACM 55(9): 91-101 (2012) - [j21]Shumin Zhai, Per Ola Kristensson, Caroline Appert, Tue Haste Andersen, Xiang Cao:
Foundational Issues in Touch-Surface Stroke Gesture Design - An Integrative Review. Found. Trends Hum. Comput. Interact. 5(2): 97-205 (2012) - [j20]Xiaojun Bi, Barton A. Smith, Shumin Zhai:
Multilingual Touchscreen Keyboard Design and Optimization. Hum. Comput. Interact. 27(4): 352-382 (2012) - [c69]Minghui Sun, Xiangshi Ren, Shumin Zhai, Toshiharu Mukai:
An investigation of the relationship between texture and human performance in steering tasks. APCHI 2012: 1-6 - [c68]Huawei Tu, Xiangshi Ren, Shumin Zhai:
A comparative evaluation of finger and pen stroke gestures. CHI 2012: 1287-1296 - [c67]Shiri Azenkot, Shumin Zhai:
Touch behavior with different postures on soft smartphone keyboards. Mobile HCI 2012: 251-260 - [c66]Xiaojun Bi, Ciprian Chelba, Tom Ouyang, Kurt Partridge, Shumin Zhai:
Bimanual gesture keyboard. UIST 2012: 137-146 - 2011
- [c65]Kimberly A. Weaver, Huahai Yang, Shumin Zhai, Jeffrey S. Pierce:
Understanding information preview in mobile email processing. Mobile HCI 2011: 303-312 - [c64]Patti Bao, Jeffrey S. Pierce, Stephen Whittaker, Shumin Zhai:
Smart phone use by non-mobile business users. Mobile HCI 2011: 445-454 - 2010
- [j19]Jibin Yin, Xiangshi Ren, Shumin Zhai:
Pen pressure control in trajectory-based interaction. Behav. Inf. Technol. 29(2): 137-148 (2010) - [j18]Min Yin, Jeffrey S. Pierce, Shumin Zhai:
Phone n' Computer: teaming up an information appliance with a PC. Pers. Ubiquitous Comput. 14(7): 601-607 (2010) - [j17]Tue Haste Andersen, Shumin Zhai:
"Writing with music": Exploring the use of auditory feedback in gesture interfaces. ACM Trans. Appl. Percept. 7(3): 17:1-17:24 (2010) - [j16]Georg Apitz, François Guimbretière, Shumin Zhai:
Foundations for designing and evaluating user interfaces based on the crossing paradigm. ACM Trans. Comput. Hum. Interact. 17(2): 9:1-9:42 (2010) - [c63]Jingtao Wang, Shumin Zhai, John F. Canny:
SHRIMP: solving collision and out of vocabulary problems in mobile predictive input with motion gesture. CHI 2010: 15-24 - [c62]Xiaojun Bi, Barton A. Smith, Shumin Zhai:
Quasi-qwerty soft keyboard optimization. CHI 2010: 283-286
2000 – 2009
- 2009
- [c61]Seungyon Claire Lee, Shumin Zhai:
The performance of touch screen soft buttons. CHI 2009: 309-318 - [c60]Caroline Appert, Shumin Zhai:
Using strokes as command shortcuts: cognitive benefits and toolkit support. CHI 2009: 2289-2298 - [c59]Shumin Zhai, Per Ola Kristensson, Pengjun Gong, Michael Greiner, Shilei Allen Peng, Liang Mico Liu, Anthony Dunnigan:
Shapewriter on the iphone: from the laboratory to the real world. CHI Extended Abstracts 2009: 2667-2670 - 2008
- [c58]Shumin Zhai, Per Ola Kristensson:
Interlaced QWERTY: accommodating ease of visual search and input flexibility in shape writing. CHI 2008: 593-596 - [c57]Shumin Zhai:
On the ease and efficiency of human-computer interfaces. ETRA 2008: 9-10 - [c56]Per Ola Kristensson, Shumin Zhai:
Improving word-recognizers using an interactive lexicon with active and passive words. IUI 2008: 353-356 - 2007
- [c55]Per Ola Kristensson, Shumin Zhai:
Command strokes with and without preview: using pen gestures on keyboard for command selection. CHI 2007: 1137-1146 - [c54]Xiang Cao, Shumin Zhai:
Modeling human performance of pen stroke gestures. CHI 2007: 1495-1504 - [c53]Andy Cockburn, Per Ola Kristensson, Jason Alexander, Shumin Zhai:
Hard lessons: effort-inducing interfaces benefit spatial learning. CHI 2007: 1571-1580 - [c52]Per Ola Kristensson, Shumin Zhai:
Learning shape writing by game playing. CHI Extended Abstracts 2007: 1971-1976 - 2006
- [c51]Min Yin, Shumin Zhai:
The benefits of augmenting telephone voice menu navigation with visual browsing and search. CHI 2006: 319-328 - [c50]Jingtao Wang, Shumin Zhai, John F. Canny:
Camera phone based motion sensing: interaction techniques, applications and performance study. UIST 2006: 101-110 - [c49]John J. Barton, Shumin Zhai, Steve B. Cousins:
Mobile Phones Will Become The Primary Personal Computing Devices. WMCSA 2006: 3-9 - [c48]John J. Barton, Fopefolu O. Folowosele, Stina Nylander, Mave Houston, Shumin Zhai:
Connection Time for Strange Devices. WMCSA 2006: 75-81 - 2005
- [j15]Shumin Zhai, Per Ola Kristensson, Barton A. Smith:
In search of effective text input interfaces for off the desktop computing. Interact. Comput. 17(3): 229-250 (2005) - [j14]Shumin Zhai, Victoria Bellotti:
Introduction to sensing-based interaction. ACM Trans. Comput. Hum. Interact. 12(1): 1-2 (2005) - [c47]Pernilla Qvarfordt, Shumin Zhai:
Conversing with the user based on eye-gaze patterns. CHI 2005: 221-230 - [c46]Pernilla Qvarfordt, David Beymer, Shumin Zhai:
RealTourist - A Study of Augmenting Human-Human and Human-Computer Dialogue with Eye-Gaze Overlay. INTERACT 2005: 767-780 - [c45]Per Ola Kristensson, Shumin Zhai:
Relaxing stylus typing precision by geometric pattern matching. IUI 2005: 151-158 - [c44]Min Yin, Shumin Zhai:
Dial and see: tackling the voice menu navigation problem with cross-device user experience integration. UIST 2005: 187-190 - 2004
- [j13]Paul Ung-Joon Lee, Shumin Zhai:
Top-down learning strategies: can they facilitate stylus keyboard learning? Int. J. Hum. Comput. Stud. 60(5-6): 585-598 (2004) - [j12]Shumin Zhai:
Characterizing computer input with Fitts' law parameters-the information and non-information aspects of pointing. Int. J. Hum. Comput. Stud. 61(6): 791-809 (2004) - [j11]Shumin Zhai, Jing Kong, Xiangshi Ren:
Speed-accuracy tradeoff in Fitts' law tasks-on the equivalency of actual and nominal pointing precision. Int. J. Hum. Comput. Stud. 61(6): 823-856 (2004) - [j10]Shumin Zhai, Johnny Accot, Rogier Woltjer:
Human Action Laws in Electronic Virtual Worlds - An Empirical Study of Path Steering Performance in VR. Presence Teleoperators Virtual Environ. 13(2): 113-127 (2004) - [c43]Yves Guiard, Michel Beaudouin-Lafon, Julien Bastin, Dennis Pasveer, Shumin Zhai:
View size and pointing difficulty in multi-scale navigation. AVI 2004: 117-124 - [c42]Magnus Ingmarsson, David Dinka, Shumin Zhai:
TNT: a numeric keypad based text input method. CHI 2004: 639-646 - [c41]Per Ola Kristensson, Shumin Zhai:
SHARK2: a large vocabulary shorthand writing system for pen-based computers. UIST 2004: 43-52 - 2003
- [j9]Shumin Zhai:
What's in the eyes for attentive input. Commun. ACM 46(3): 34-39 (2003) - [c40]Shumin Zhai, Per Ola Kristensson:
Shorthand writing on stylus keyboard. CHI 2003: 97-104 - [c39]Pär-Anders Albinsson, Shumin Zhai:
High precision touch screen interaction. CHI 2003: 105-112 - [c38]Shumin Zhai, Stéphane Conversy, Michel Beaudouin-Lafon, Yves Guiard:
Human on-line response to target expansion. CHI 2003: 177-184 - [c37]Johnny Accot, Shumin Zhai:
Refining Fitts' law models for bivariate pointing. CHI 2003: 193-200 - [c36]Xiangshi Ren, Kinya Tamura, Jing Kong, Shumin Zhai:
Candidate Display Styles in Japanese Input. INTERACT 2003 - [c35]Eva-Lotta Sallnäs, Shumin Zhai:
Collaboration Meets Fitts' Law: Passing Virtual Objects with and without Haptic Force Feedback. INTERACT 2003 - [c34]Shumin Zhai, Rogier Woltjer:
Human Movement Performance in Relation to Path Constraint - The Law of Steering in Locomotion. VR 2003: 149- - 2002
- [j8]Shumin Zhai, Michael A. Hunter, Barton A. Smith:
Performance Optimization of Virtual Keyboards. Hum. Comput. Interact. 17(2-3): 229-269 (2002) - [c33]Shumin Zhai, Alison E. Sue, Johnny Accot:
Movement model, hits distribution and learning in virtual keyboarding. CHI 2002: 17-24 - [c32]Johnny Accot, Shumin Zhai:
More than dotting the i's - foundations for crossing-based interfaces. CHI 2002: 73-80 - 2001
- [c31]Johnny Accot, Shumin Zhai:
Scale effects in steering law tasks. CHI 2001: 1-8 - [c30]Shumin Zhai, Barton A. Smith:
Alphabetically biased virtual keyboards are easier to use: layout does matter. CHI Extended Abstracts 2001: 321-322 - [c29]Jingtao Wang, Shumin Zhai, Hui Su:
Chinese input with keyboard and eye-tracking: an anatomical study. CHI 2001: 349-356 - [c28]Barton A. Smith, Shumin Zhai:
Optimised Virtual Keyboards with and without Alphabetical Ordering - A Novice User Study. INTERACT 2001: 92-99 - [c27]Deborah I. Fels, Judith K. Waalen, Shumin Zhai, Patrice L. Weiss:
Telepresence under Exceptional Circumstances: Enriching the Connection to School for Sick Children. INTERACT 2001: 617-624 - [c26]Teenie Matlock, Christopher S. Campbell, Paul P. Maglio, Shumin Zhai, Barton A. Smith:
Designing Feedback for an Attentive Office. INTERACT 2001: 721-722 - 2000
- [c25]Michael A. Hunter, Shumin Zhai, Barton A. Smith:
Physics-based graphical keyboard design. CHI Extended Abstracts 2000: 157-158 - [c24]Barton A. Smith, Janet Ho, Wendy S. Ark, Shumin Zhai:
Hand eye coordination patterns in target selection. ETRA 2000: 117-122 - [c23]Paul P. Maglio, Teenie Matlock, Christopher S. Campbell, Shumin Zhai, Barton A. Smith:
Gaze and Speech in Attentive User Interfaces. ICMI 2000: 1-7 - [c22]Shumin Zhai, Michael A. Hunter, Barton A. Smith:
The metropolis keyboard - an exploration of quantitative techniques for virtual keyboard design. UIST 2000: 119-128
1990 – 1999
- 1999
- [j7]Shumin Zhai, Barton A. Smith:
Multistream Input: An Experimental Study of Document Scrolling Methods. IBM Syst. J. 38(4): 642-651 (1999) - [j6]