Dakuo Wang

216 papers A* 34A 5B 1Journal 134Unranked 41
YearRankTypeTitle / Venue / Authors
2026 — conf
Agent A/B: Automated and Scalable A/B Testing on Live Websites with Interactive LLM Agents.
CHI Extended Abstracts
Yuxuan Lu, Ting-Yao Hsu, Hansu Gu, Limeng Cui, Yaochen Xie, William Headden, Bingsheng Yao, Akash Veeragouni, Jiapeng Liu, Sreyashi Nag, Zheshen Jessie Wang, Dakuo Wang
2026 J jnl
Agentic Conversational Search with Contextualized Reasoning via Reinforcement Learning.
CoRR
Fengran Mo, Yifan Gao, Sha Li, Hansi Zeng, Xin Liu, Zhaoxuan Tan, Xian Li, Jianshu Chen, Dakuo Wang, Meng Jiang
2026 A* conf
Balancing Efficiency and Empathy: Healthcare Providers' Perspectives on AI-Supported Workflows for Serious Illness Conversations in the Emergency Department.
CHI
Menglin Zhao, Zhuorui Yong, Ruijia Guan, Kai-Wei Chang, Adrian Haimovich, Kei Ouchi, Timothy W. Bickmore, Zhan Zhang, Bingsheng Yao, Dakuo Wang, Smit Desai
2026 A* conf
Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight.
CHI
Jingyu Tang, Chaoran Chen, Jiawen Li, Zhiping Zhang, Bingcan Guo, Ibrahim Khalilov, Simret Araya Gebreegziabher, Bingsheng Yao, Dakuo Wang, Yanfang Ye, Tianshi Li, Ziang Xiao, Yaxing Yao, Toby Jia-Jun Li
2026 A* conf
Exploring Collaboration Breakdowns Between Provider Teams and Patients in Post-Surgery Care.
CHI
Bingsheng Yao, Menglin Zhao, Zhan Zhang, Pengqi Wang, Emma G. Chester, Changchang Yin, Tianshi Li, Varun Mishra, Lace M. K. Padilla, Odysseas Chatzipanagiotou, Timothy Pawlik, Ping Zhang, Weidan Cao, Dakuo Wang
2026 — conf
From Human-Human Collaboration to Human-Agent Collaboration: A Vision, Design Philosophy, and an Empirical Framework for Achieving Successful Partnerships Between Humans and LLM Agents.
CHI Extended Abstracts
Bingsheng Yao, Chaoran Chen, April Yi Wang, Tongshuang Wu, Toby Jia-Jun Li, Dakuo Wang
2026 J jnl
From Human-Human Collaboration to Human-Agent Collaboration: A Vision, Design Philosophy, and an Empirical Framework for Achieving Successful Partnerships Between Humans and LLM Agents.
CoRR
Bingsheng Yao, Chaoran Chen, April Yi Wang, Sherry Tongshuang Wu, Toby Jia-Jun Li, Dakuo Wang
2026 A* conf
LLM-based Embodied Conversational Agent for Reducing Foreign Language Speaking Anxiety in Social VR.
CHI
Mengxu Pan, Panxin Liu, Jinda Zhang, Raina Cao, Viduni Ariyawansa, Yaning Li, Bingsheng Yao, Dakuo Wang, Philippe Pasquier, Alexandra Kitson, Mirjana Prpa
2026 A* conf
MIND: Empowering Mental Health Clinicians with Multimodal Data Insights through a Narrative Dashboard.
CHI
Ruishi Zou, Shiyu Xu, Margaret E. Morris, Jihan Ryu, Timothy D. Becker, Nicholas Allen, Anne Marie Albano, Randy Auerbach, Dan Adler, Varun Mishra, Lace M. K. Padilla, Dakuo Wang, Ryan Sultan, Xuhai Xu
2026 J jnl
MIND: Empowering Mental Health Clinicians with Multimodal Data Insights through a Narrative Dashboard.
CoRR
Ruishi Zou, Shiyu Xu, Margaret E. Morris, Jihan Ryu, Timothy D. Becker, Nicholas Allen, Anne Marie Albano, Randy Auerbach, Dan Adler, Varun Mishra, Lace Padilla, Dakuo Wang, Ryan Sultan, Xuhai Orson Xu
2026 J jnl
Rethinking the Value of Multi-Agent Workflow: A Strong Single Agent Baseline.
CoRR
Jiawei Xu, Arief Koesdwiady, Sisong Bei, Yan Han, Baixiang Huang, Dakuo Wang, Yutong Chen, Zheshen Wang, Peihao Wang, Pan Li, Ying Ding
2026 A* conf
Through the Lens of Human-Human Collaboration: An Configurable Research Platform for Exploring Human-Agent Collaboration.
CHI
Bingsheng Yao, Jiaju Chen, Chaoran Chen, April Yi Wang, Toby Jia-Jun Li, Dakuo Wang
2026 J jnl
Trajectory2Task: Training Robust Tool-Calling Agents with Synthesized Yet Verifiable Data for Complex User Intents.
CoRR
Ziyi Wang, Yuxuan Lu, Yimeng Zhang, Ziwei Dong, Jing Huang, Jiri Gesi, Xianfeng Tang, Chen Luo, Yisi Sang, Hanqing Lu, Manling Li, Dakuo Wang
2026 A* conf
XSynth: GenAI-Empowered Shared Mental Model Building for Conceptual Design Collaboration in Extended Reality.
CHI
Yaning Li, Shumin Li, Ziyao He, Dakuo Wang
2025 J jnl
"It Felt Like I Was Left in the Dark": Exploring Information Needs and Design Opportunities for Family Caregivers of Older Adult Patients in Critical Care Settings.
CoRR
Shihan Fu, Bingsheng Yao, Smit Desai, Yuqi Hu, Yuling Sun, Samantha Stonbraker, Yanjun Gao, Elizabeth M. Goldberg, Dakuo Wang
2025 J jnl
"Mango Mango, How to Let The Lettuce Dry Without A Spinner?": Exploring User Perceptions of Using An LLM-Based Conversational Assistant Toward Cooking Partner.
Proc. ACM Hum. Comput. Interact.
Szeyi Chan, Jiachen Li, Bingsheng Yao, Amama Mahmood, Chien-Ming Huang, Holly Jimison, Elizabeth D. Mynatt, Dakuo Wang
2025 J jnl
AgentA/B: Automated and Scalable Web A/BTesting with Interactive LLM Agents.
CoRR
Dakuo Wang, Ting-Yao Hsu, Yuxuan Lu, Hansu Gu, Limeng Cui, Yaochen Xie, William Headean, Bingsheng Yao, Akash Veeragouni, Jiapeng Liu, Sreyashi Nag, Jessie Wang
2025 J jnl
Beyond Believability: Accurate Human Behavior Simulation with Fine-Tuned LLMs.
CoRR
Yuxuan Lu, Jing Huang, Yan Han, Bennet Bei, Yaochen Xie, Dakuo Wang, Zheshen Jessie Wang, Qi He
2025 A* conf
CardioAI: A Multimodal AI-based System to Support Symptom Monitoring and Risk Prediction of Cancer Treatment-Induced Cardiotoxicity.
CHI
Siyi Wu, Weidan Cao, Shihan Fu, Bingsheng Yao, Ziqi Yang, Changchang Yin, Varun Mishra, Daniel Addison, Ping Zhang, Dakuo Wang
2025 A* conf
Characterizing LLM-Empowered Personalized Story Reading and Interaction for Children: Insights From Multi-Stakeholder Perspectives.
CHI
Jiaju Chen, Minglong Tang, Yuxuan Lu, Bingsheng Yao, Elissa Fan, Xiaojuan Ma, Ying Xu, Dakuo Wang, Yuling Sun, Liang He
2025 J jnl
Characterizing LLM-Empowered Personalized Story-Reading and Interaction for Children: Insights from Multi-Stakeholder Perspectives.
CoRR
Jiaju Chen, Minglong Tang, Yuxuan Lu, Bingsheng Yao, Elissa Fan, Xiaojuan Ma, Ying Xu, Dakuo Wang, Yuling Sun, Liang He
2025 J jnl
Customer-R1: Personalized Simulation of Human Behaviors via RL-based LLM Agent in Online Shopping.
CoRR
Ziyi Wang, Yuxuan Lu, Yimeng Zhang, Jing Huang, Dakuo Wang
2025 J jnl
DPRF: A Generalizable Dynamic Persona Refinement Framework for Optimizing Behavior Alignment Between Personalized LLM Role-Playing Agents and Humans.
CoRR
Bingsheng Yao, Bo Sun, Yuanzhe Dong, Yuxuan Lu, Dakuo Wang
2025 J jnl
Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight.
CoRR
Jingyu Tang, Chaoran Chen, Jiawen Li, Zhiping Zhang, Bingcan Guo, Ibrahim Khalilov, Simret Araya Gebreegziabher, Bingsheng Yao, Dakuo Wang, Yanfang Ye, Tianshi Li, Ziang Xiao, Yaxing Yao, Toby Jia-Jun Li
2025 J jnl
Designing AI Tools for Clinical Care Teams to Support Serious Illness Conversations with Older Adults in the Emergency Department.
CoRR
Menglin Zhao, Zhuorui Yong, Ruijia Guan, Kai-Wei Chang, Adrian Haimovich, Kei Ouchi, Timothy W. Bickmore, Bingsheng Yao, Dakuo Wang, Smit Desai
2025 J jnl
DoctorPupil: A Virtual Reality System for Parkinson's Diagnosis Through Task-Evoked Pupil Response.
IEEE J. Biomed. Health Informatics
Xucheng Zhang, Zhirong Wan, Jing Zhao, Xinjin Li, Anfeng Liu, Xiangmin Fan, Wei Sun, Feng Tian, Dakuo Wang
2025 A* conf
Examining Student and Teacher Perspectives on Undisclosed Use of Generative AI in Academic Work.
CHI
Rudaiba Adnin, Atharva Pandkar, Bingsheng Yao, Dakuo Wang, Maitraye Das
2025 J jnl
Exploring Collaboration Breakdowns Between Provider Teams and Patients in Post-Surgery Care.
CoRR
Bingsheng Yao, Menglin Zhao, Zhan Zhang, Pengqi Wang, Emma G. Chester, Changchang Yin, Tianshi Li, Varun Mishra, Lace M. K. Padilla, Odysseas Chatzipanagiotou, Timothy Pawlik, Ping Zhang, Weidan Cao, Dakuo Wang
2025 J jnl
LLM Agent Meets Agentic AI: Can LLM Agents Simulate Customers to Evaluate Agentic-AI-based Shopping Assistants?
CoRR
Lu Sun, Shihan Fu, Bingsheng Yao, Yuxuan Lu, Wenbo Li, Hansu Gu, Jiri Gesi, Jing Huang, Chen Luo, Dakuo Wang
2025 — conf
Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction.
EMNLP (Findings)
Maya Kruse, Shiyue Hu, Nicholas Derby, Yifu Wu, Samantha Stonbraker, Bingsheng Yao, Dakuo Wang, Elizabeth M. Goldberg, Yanjun Gao
2025 A* conf
Live-Streaming-Based Dual-Teacher Classes for Equitable Education: Insights and Challenges From Local Teachers' Perspective in Disadvantaged Areas.
CHI
Yuling Sun, Jiaju Chen, Xiaomu Zhou, Xiaojuan Ma, Bingsheng Yao, Kai Zhang, Liang He, Dakuo Wang
2025 J jnl
More Modality, More AI: Exploring Design Opportunities of AI-Based Multi-modal Remote Monitoring Technologies for Early Detection of Mental Health Sequelae in Youth Concussion Patients.
CoRR
Bingsheng Yao, Menglin Zhao, Yuling Sun, Weidan Cao, Changchang Yin, Stephen S. Intille, Xuhai Xu, Ping Zhang, Jingzhen Yang, Dakuo Wang
2025 J jnl
Multi-Agent-as-Judge: Aligning LLM-Agent-Based Automated Evaluation with Multi-Dimensional Human Evaluation.
CoRR
Jiaju Chen, Yuxuan Lu, Xiaojie Wang, Huimin Zeng, Jing Huang, Jiri Gesi, Ying Xu, Bingsheng Yao, Dakuo Wang
2025 J jnl
OPeRA: A Dataset of Observation, Persona, Rationale, and Action for Evaluating LLMs on Human Online Shopping Behavior Simulation.
CoRR
Ziyi Wang, Yuxuan Lu, Wenbo Li, Amirali Amini, Bo Sun, Yakov Bart, Weimin Lyu, Jiri Gesi, Tian Wang, Jing Huang, Yu Su, Upol Ehsan, Malihe Alikhani, Toby Jia-Jun Li, Lydia B. Chilton, Dakuo Wang
2025 A* conf
Promoting Prosociality via Micro-acts of Joy: A Large-Scale Well-Being Intervention Study.
CHI
Hitesh Goel, Yoobin Park, Jin Liou, Darwin A. Guevarra, Peggy Callahan, Jolene Smith, Bingsheng Yao, Dakuo Wang, Xin Liu, Daniel McDuff, Noemie Elhadad, Emiliana Simon-Thomas, Elissa Epel, Xuhai Xu
2025 J jnl
RECOVER: Designing a Large Language Model-based Remote Patient Monitoring System for Postoperative Gastrointestinal Cancer Care.
CoRR
Ziqi Yang, Yuxuan Lu, Jennifer Bagdasarian, Vedant Das Swain, Ritu Agarwal, Collin Campbell, Waddah Al-Refaire, Jehan El-Bayoumi, Guodong Gordon Gao, Dakuo Wang, Bingsheng Yao, Nawar Shara
2025 J jnl
SFT Doesn't Always Hurt General Capabilities: Revisiting Domain-Specific Fine-Tuning in LLMs.
CoRR
Jiacheng Lin, Zhongruo Wang, Kun Qian, Tian Wang, Arvind Srinivasan, Hansi Zeng, Ruochen Jiao, Xie Zhou, Jiri Gesi, Dakuo Wang, Yufan Guo, Kai Zhong, Weiqi Zhang, Sujay Sanghavi, Changyou Chen, Hyokun Yun, Lihong Li
2025 J jnl
Secret Use of Large Language Model (LLM).
Proc. ACM Hum. Comput. Interact.
Zhiping Zhang, Chenxinran Shen, Bingsheng Yao, Dakuo Wang, Tianshi Li
2025 J jnl
See, Think, Act: Online Shopper Behavior Simulation with VLM Agents.
CoRR
Yimeng Zhang, Jiri Gesi, Ran Xue, Tian Wang, Ziyi Wang, Yuxuan Lu, Sinong Zhan, Huimin Zeng, Qingjun Cui, Yufan Guo, Jing Huang, Mubarak Shah, Dakuo Wang
2025 — conf
SepsisCalc: Integrating Clinical Calculators into Early Sepsis Prediction via Dynamic Temporal Graph Construction.
KDD (1)
Changchang Yin, Shihan Fu, Bingsheng Yao, Thai-Hoang Pham, Weidan Cao, Dakuo Wang, Jeffrey M. Caterino, Ping Zhang
2025 J jnl
SepsisCalc: Integrating Clinical Calculators into Early Sepsis Prediction via Dynamic Temporal Graph Construction.
CoRR
Changchang Yin, Shihan Fu, Bingsheng Yao, Thai-Hoang Pham, Weidan Cao, Dakuo Wang, Jeffrey M. Caterino, Ping Zhang
2025 J jnl
Shop-R1: Rewarding LLMs to Simulate Human Behavior in Online Shopping via Reinforcement Learning.
CoRR
Yimeng Zhang, Tian Wang, Jiri Gesi, Ziyi Wang, Yuxuan Lu, Jiacheng Lin, Sinong Zhan, Vianne R. Gao, Ruochen Jiao, Junze Liu, Kun Qian, Yuxin Tang, Ran Xue, Houyu Zhang, Qingjun Cui, Yufan Guo, Dakuo Wang
2025 J jnl
SurgWound-Bench: A Benchmark for Surgical Wound Diagnosis.
CoRR
Jiahao Xu, Changchang Yin, Odysseas Chatzipanagiotou, Diamantis Tsilimigras, Kevin Clear, Bingsheng Yao, Dakuo Wang, Timothy Pawlik, Ping Zhang
2025 J jnl
Through the Lens of Human-Human Collaboration: A Configurable Research Platform for Exploring Human-Agent Collaboration.
CoRR
Bingsheng Yao, Jiaju Chen, Chaoran Chen, April Yi Wang, Toby Jia-Jun Li, Dakuo Wang
2025 J jnl
Toward Metaphor-Fluid Conversation Design for Voice User Interfaces.
CoRR
Smit Desai, Jessie Chin, Dakuo Wang, Benjamin R. Cowan, Michael B. Twidale
2025 — conf
Towards a Design Guideline for RPA Evaluation: A Survey of Large Language Model-Based Role-Playing Agents.
ACL (Findings)
Chaoran Chen, Bingsheng Yao, Ruishi Zou, Wenyue Hua, Weimin Lyu, Toby Jia-Jun Li, Dakuo Wang
2025 J jnl
Towards a Design Guideline for RPA Evaluation: A Survey of Large Language Model-Based Role-Playing Agents.
CoRR
Chaoran Chen, Bingsheng Yao, Ruishi Zou, Wenyue Hua, Weimin Lyu, Toby Jia-Jun Li, Dakuo Wang
2025 J jnl
UXAgent: A System for Simulating Usability Testing of Web Design with LLM Agents.
CoRR
Yuxuan Lu, Bingsheng Yao, Hansu Gu, Jing Huang, Jessie Wang, Yang Li, Jiri Gesi, Qi He, Toby Jia-Jun Li, Dakuo Wang
2025 — conf
UXAgent: An LLM Agent-Based Usability Testing Framework for Web Design.
CHI Extended Abstracts
Yuxuan Lu, Bingsheng Yao, Hansu Gu, Jing Huang, Zheshen Jessie Wang, Yang Li, Jiri Gesi, Qi He, Toby Jia-Jun Li, Dakuo Wang
2025 J jnl
UXAgent: An LLM Agent-Based Usability Testing Framework for Web Design.
CoRR
Yuxuan Lu, Bingsheng Yao, Hansu Gu, Jing Huang, Zheshen Jessie Wang, Laurence Li, Jiri Gesi, Qi He, Toby Jia-Jun Li, Dakuo Wang
2025 J jnl
User Interaction Patterns and Breakdowns in Conversing with LLM-Powered Voice Assistants.
Int. J. Hum. Comput. Stud.
Amama Mahmood, Junxiang Wang, Bingsheng Yao, Dakuo Wang, Chien-Ming Huang
2025 J jnl
Vital Insight: Assisting Experts' Context-Driven Sensemaking of Multi-modal Personal Tracking Data Using Visualization and Human-in-the-Loop LLM.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Jiachen Li, Xiwen Li, Justin Steinberg, Akshat Choube, Bingsheng Yao, Xuhai Xu, Dakuo Wang, Elizabeth D. Mynatt, Varun Mishra
2025 J jnl
WEBSERV: A Browser-Server Environment for Efficient Training of Reinforcement Learning-based Web Agents at Scale.
CoRR
Yuxuan Lu, Jing Huang, Hui Liu, Jiri Gesi, Yan Han, Shihan Fu, Tianqi Zheng, Dakuo Wang
2025 J jnl
WatchGuardian: Enabling User-Defined Personalized Just-in-Time Intervention on Smartwatch.
CoRR
Ying Lei, Yancheng Cao, Will Wang, Yuanzhe Dong, Changchang Yin, Weidan Cao, Ping Zhang, Jingzhen Yang, Bingsheng Yao, Yifan Peng, Chunhua Weng, Randy Auerbach, Lena Mamykina, Dakuo Wang, Yuntao Wang, Xuhai Xu
2025 J jnl
Zero-shot Large Language Models for Long Clinical Text Summarization with Temporal Reasoning.
CoRR
Maya Kruse, Shiyue Hu, Nicholas Derby, Yifu Wu, Samantha Stonbraker, Bingsheng Yao, Dakuo Wang, Elizabeth M. Goldberg, Yanjun Gao
2024 J jnl
"I Wish There Were an AI": Challenges and AI Potential in Cancer Patient-Provider Communication.
CoRR
Ziqi Yang, Xuhai Xu, Bingsheng Yao, Jiachen Li, Jennifer Bagdasarian, Guodong Gordon Gao, Dakuo Wang
2024 A* conf
"It's a Fair Game", or Is It? Examining How Users Navigate Disclosure Risks and Benefits When Using LLM-Based Conversational Agents.
CHI
Zhiping Zhang, Michelle Jia, Hao-Ping (Hank) Lee, Bingsheng Yao, Sauvik Das, Ada Lerner, Dakuo Wang, Tianshi Li
2024 — conf
Building LLM-based AI Agents in Social Virtual Reality.
CHI Extended Abstracts
Hongyu Wan, Jinda Zhang, Abdulaziz Arif Suria, Bingsheng Yao, Dakuo Wang, Yvonne Coady, Mirjana Prpa
2024 J jnl
CardioAI: A Multimodal AI-based System to Support Symptom Monitoring and Risk Detection of Cancer Treatment-Induced Cardiotoxicity.
CoRR
Siyi Wu, Weidan Cao, Shihan Fu, Bingsheng Yao, Ziqi Yang, Changchang Yin, Varun Mishra, Daniel Addison, Ping Zhang, Dakuo Wang
2024 — conf
Challenges and Opportunities of LLM-Based Synthetic Personae and Data in HCI.
CSCW Companion
Mirjana Prpa, Giovanni Maria Troiano, Bingsheng Yao, Toby Jia-Jun Li, Dakuo Wang, Hansu Gu
2024 J jnl
Clinical Challenges and AI Opportunities in Decision-Making for Cancer Treatment-Induced Cardiotoxicity.
CoRR
Siyi Wu, Weidan Cao, Shihan Fu, Bingsheng Yao, Ziqi Yang, Changchang Yin, Varun Mishra, Daniel Addison, Ping Zhang, Dakuo Wang
2024 J jnl
Designing and Evaluating Sampling Strategies for Multiple-Forecast Visualization (MFV).
CoRR
Ruishi Zou, Siyi Wu, Bingsheng Yao, Dakuo Wang, Lace M. K. Padilla
2024 J jnl
Does More Advice Help? The Effects of Second Opinions in AI-Assisted Decision Making.
CoRR
Zhuoran Lu, Dakuo Wang, Ming Yin
2024 J jnl
Does More Advice Help? The Effects of Second Opinions in AI-Assisted Decision Making.
Proc. ACM Hum. Comput. Interact.
Zhuoran Lu, Dakuo Wang, Ming Yin
2024 J jnl
Exploring Interdisciplinary Team Collaboration in Clinical NLP Projects Through the Lens of Activity Theory.
CoRR
Bingsheng Yao, Yao Du, Yue Fu, Xuhai Xu, Yanjun Gao, Hong Yu, Dakuo Wang
2024 J jnl
Exploring Parent's Needs for Children-Centered AI to Support Preschoolers' Interactive Storytelling and Reading Activities.
Proc. ACM Hum. Comput. Interact.
Yuling Sun, Jiaju Chen, Bingsheng Yao, Jiali Liu, Dakuo Wang, Xiaojuan Ma, Yuxuan Lu, Ying Xu, Liang He
2024 J jnl
Exploring Parent's Needs for Children-Centered AI to Support Preschoolers' Storytelling and Reading Activities.
CoRR
Yuling Sun, Jiali Liu, Bingsheng Yao, Jiaju Chen, Dakuo Wang, Xiaojuan Ma, Yuxuan Lu, Ying Xu, Liang He
2024 J jnl
Human and LLM-Based Voice Assistant Interaction: An Analytical Framework for User Verbal and Nonverbal Behaviors.
CoRR
Szeyi Chan, Shihan Fu, Jiachen Li, Bingsheng Yao, Smit Desai, Mirjana Prpa, Dakuo Wang
2024 — conf
Human-Centered Privacy Research in the Age of Large Language Models.
CHI Extended Abstracts
Tianshi Li, Sauvik Das, Hao-Ping (Hank) Lee, Dakuo Wang, Bingsheng Yao, Zhiping Zhang
2024 J jnl
Human-Centered Privacy Research in the Age of Large Language Models.
CoRR
Tianshi Li, Sauvik Das, Hao-Ping Lee, Dakuo Wang, Bingsheng Yao, Zhiping Zhang
2024 J jnl
Is a Seat at the Table Enough? Engaging Teachers and Students in Dataset Specification for ML in Education.
Proc. ACM Hum. Comput. Interact.
Mei Tan, Hansol Lee, Dakuo Wang, Hari Subramonyam
2024 J jnl
LLMs are Imperfect, Then What? An Empirical Study on LLM Failures in Software Engineering.
CoRR
Jiessie Tie, Bingsheng Yao, Tianshi Li, Syed Ishtiaque Ahmed, Dakuo Wang, Shurui Zhou
2024 J jnl
Mental-LLM: Leveraging Large Language Models for Mental Health Prediction via Online Text Data.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Xuhai Xu, Bingsheng Yao, Yuanzhe Dong, Saadia Gabriel, Hong Yu, James A. Hendler, Marzyeh Ghassemi, Anind K. Dey, Dakuo Wang
2024 — conf
More Samples or More Prompts? Exploring Effective Few-Shot In-Context Learning for LLMs with In-Context Sampling.
NAACL-HLT (Findings)
Bingsheng Yao, Guiming Chen, Ruishi Zou, Yuxuan Lu, Jiachen Li, Shao Zhang, Yisi Sang, Sijia Liu, James A. Hendler, Dakuo Wang
2024 J jnl
Mutual Theory of Mind in Human-AI Collaboration: An Empirical Study with LLM-driven AI Agents in a Real-time Shared Workspace Task.
CoRR
Shao Zhang, Xihuai Wang, Wenhao Zhang, Yongshan Chen, Landi Gao, Dakuo Wang, Weinan Zhang, Xinbing Wang, Ying Wen
2024 A* conf
Rethinking Human-AI Collaboration in Complex Medical Decision Making: A Case Study in Sepsis Diagnosis.
CHI
Shao Zhang, Jianing Yu, Xuhai Xu, Changchang Yin, Yuxuan Lu, Bingsheng Yao, Melanie Tory, Lace M. K. Padilla, Jeffrey M. Caterino, Ping Zhang, Dakuo Wang
2024 J jnl
Secret Use of Large Language Models.
CoRR
Zhiping Zhang, Chenxinran Shen, Bingsheng Yao, Dakuo Wang, Tianshi Li
2024 A* conf
SepsisLab: Early Sepsis Prediction with Uncertainty Quantification and Active Sensing.
KDD
Changchang Yin, Pin-Yu Chen, Bingsheng Yao, Dakuo Wang, Jeffrey M. Caterino, Ping Zhang
2024 J jnl
SepsisLab: Early Sepsis Prediction with Uncertainty Quantification and Active Sensing.
CoRR
Changchang Yin, Pin-Yu Chen, Bingsheng Yao, Dakuo Wang, Jeffrey M. Caterino, Ping Zhang
2024 A* conf
StorySparkQA: Expert-Annotated QA Pairs with Real-World Knowledge for Children's Story-Based Learning.
EMNLP
Jiaju Chen, Yuxuan Lu, Shao Zhang, Bingsheng Yao, Yuanzhe Dong, Ying Xu, Yunyao Li, Qianwen Wang, Dakuo Wang, Yuling Sun
2024 J jnl
Sunnie: An Anthropomorphic LLM-Based Conversational Agent for Mental Well-Being Activity Recommendation.
CoRR
Siyi Wu, Feixue Han, Bingsheng Yao, Tianyi Xie, Xuan Zhao, Dakuo Wang
2024 J jnl
Talk2Care: An LLM-based Voice Assistant for Communication between Healthcare Providers and Older Adults.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Ziqi Yang, Xuhai Xu, Bingsheng Yao, Ethan Rogers, Shao Zhang, Stephen S. Intille, Nawar Shara, Guodong Gordon Gao, Dakuo Wang
2024 A conf
Towards Feature Engineering with Human and AI's Knowledge: Understanding Data Science Practitioners' Perceptions in Human&AI-Assisted Feature Engineering Design.
Conference on Designing Interactive Systems
Qian Zhu, Dakuo Wang, Shuai Ma, April Yi Wang, Zixin Chen, Udayan Khurana, Xiaojuan Ma
2024 J jnl
Towards Feature Engineering with Human and AI's Knowledge: Understanding Data Science Practitioners' Perceptions in Human&AI-Assisted Feature Engineering Design.
CoRR
Qian Zhu, Dakuo Wang, Shuai Ma, April Yi Wang, Zixin Chen, Udayan Khurana, Xiaojuan Ma
2024 J jnl
Vital Insight: Assisting Experts' Sensemaking Process of Multi-modal Personal Tracking Data Using Visualization and LLM.
CoRR
Jiachen Li, Justin Steinberg, Xiwen Li, Akshat Choube, Bingsheng Yao, Dakuo Wang, Elizabeth D. Mynatt, Varun Mishra
2024 J jnl
Who Changed the Destiny of Rural Students, and How?: Unpacking ICT-Mediated Remote Education in Rural China.
CoRR
Yuling Sun, Xiuqi Zhu, Xiaomu Zhou, Bingsheng Yao, Kai Zhang, Dakuo Wang, Jiaju Chen, Liang He
2023 J jnl
"It's a Fair Game", or Is It? Examining How Users Navigate Disclosure Risks and Benefits When Using LLM-Based Conversational Agents.
CoRR
Zhiping Zhang, Michelle Jia, Hao-Ping Hank Lee, Bingsheng Yao, Sauvik Das, Ada Lerner, Dakuo Wang, Tianshi Li
2023 J jnl
"Mango Mango, How to Let The Lettuce Dry Without A Spinner?": Exploring User Perceptions of Using An LLM-Based Conversational Assistant Toward Cooking Partner.
CoRR
Szeyi Chan, Jiachen Li, Bingsheng Yao, Amama Mahmood, Chien-Ming Huang, Holly Jimison, Elizabeth D. Mynatt, Dakuo Wang
2023 A* conf
'Don't Get Too Technical with Me': A Discourse Structure-Based Framework for Automatic Science Journalism.
EMNLP
Ronald Cardenas, Bingsheng Yao, Dakuo Wang, Yufang Hou
2023 J jnl
'Don't Get Too Technical with Me': A Discourse Structure-Based Framework for Science Journalism.
CoRR
Ronald Cardenas, Bingsheng Yao, Dakuo Wang, Yufang Hou
2023 — conf
Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event Chains of Children's Fairy Tales.
ACL (1)
Paulina Toro Isaza, Guangxuan Xu, Toye Oloko, Yufang Hou, Nanyun Peng, Dakuo Wang
2023 J jnl
Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event Chains of Children's Fairy Tales.
CoRR
Paulina Toro Isaza, Guangxuan Xu, Akintoye Oloko, Yufang Hou, Nanyun Peng, Dakuo Wang
2023 — conf
Are Human Explanations Always Helpful? Towards Objective Evaluation of Human Natural Language Explanations.
ACL (1)
Bingsheng Yao, Prithviraj Sen, Lucian Popa, James A. Hendler, Dakuo Wang
2023 J jnl
Are Human Explanations Always Helpful? Towards Objective Evaluation of Human Natural Language Explanations.
CoRR
Bingsheng Yao, Prithviraj Sen, Lucian Popa, James A. Hendler, Dakuo Wang
2023 J jnl
Bergeron: Combating Adversarial Attacks through a Conscience-Based Alignment Framework.
CoRR
Matthew T. Pisano, Peter Ly, Abraham Sanders, Bingsheng Yao, Dakuo Wang, Tomek Strzalkowski, Mei Si
2023 — conf
Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning Architecture.
EMNLP (Findings)
Bingsheng Yao, Ishan Jindal, Lucian Popa, Yannis Katsis, Sayan Ghosh, Lihong He, Yuxuan Lu, Shashank Srivastava, Yunyao Li, James A. Hendler, Dakuo Wang
2023 J jnl
Beyond Labels: Empowering Human with Natural Language Explanations through a Novel Active-Learning Architecture.
CoRR
Bingsheng Yao, Ishan Jindal, Lucian Popa, Yannis Katsis, Sayan Ghosh, Lihong He, Yuxuan Lu, Shashank Srivastava, James A. Hendler, Dakuo Wang
2023 J jnl
Editorial: Responsible AI in healthcare: opportunities, challenges, and best practices.
Frontiers Comput. Sci.
Renwen Zhang, Zhan Zhang, Dakuo Wang, Ziwei Liu
2023 A* conf
Exploring the Use of Personalized AI for Identifying Misinformation on Social Media.
CHI
Farnaz Jahanbakhsh, Yannis Katsis, Dakuo Wang, Lucian Popa, Michael J. Muller
2023 J jnl
FairytaleCQA: Integrating a Commonsense Knowledge Graph into Children's Storybook Narratives.
CoRR
Jiaju Chen, Yuxuan Lu, Shao Zhang, Bingsheng Yao, Yuanzhe Dong, Ying Xu, Yunyao Li, Qianwen Wang, Dakuo Wang, Yuling Sun
2023 J jnl
Human Still Wins over LLM: An Empirical Study of Active Learning on Domain-Specific Annotation Tasks.
CoRR
Yuxuan Lu, Bingsheng Yao, Shao Zhang, Yun Wang, Peng Zhang, Tun Lu, Toby Jia-Jun Li, Dakuo Wang
2023 J jnl
Human-centered design and evaluation of AI-empowered clinical decision support systems: a systematic review.
Frontiers Comput. Sci.
Liuping Wang, Zhan Zhang, Dakuo Wang, Weidan Cao, Xiaomu Zhou, Ping Zhang, Jianxing Liu, Xiangmin Fan, Feng Tian
2023 J jnl
Is a Seat at the Table Enough? Engaging Teachers and Students in Dataset Specification for ML in Education.
CoRR
Mei Tan, Hansol Lee, Dakuo Wang, Hariharan Subramonyam
2023 J jnl
LLM-Powered Conversational Voice Assistants: Interaction Patterns, Opportunities, Challenges, and Design Guidelines.
CoRR
Amama Mahmood, Junxiang Wang, Bingsheng Yao, Dakuo Wang, Chien-Ming Huang
2023 J jnl
Leveraging Large Language Models for Mental Health Prediction via Online Text Data.
CoRR
Xuhai Xu, Bingshen Yao, Yuanzhe Dong, Hong Yu, James A. Hendler, Anind K. Dey, Dakuo Wang
2023 J jnl
Malicious Selling Strategies in Livestream E-commerce: A Case Study of Alibaba's Taobao and ByteDance's TikTok.
ACM Trans. Comput. Hum. Interact.
Qunfang Wu, Yisi Sang, Dakuo Wang, Zhicong Lu
2023 A* conf
Model Sketching: Centering Concepts in Early-Stage Machine Learning Model Design.
CHI
Michelle S. Lam, Zixian Ma, Anne Li, Izequiel Freitas, Dakuo Wang, James A. Landay, Michael S. Bernstein
2023 J jnl
Model Sketching: Centering Concepts in Early-Stage Machine Learning Model Design.
CoRR
Michelle S. Lam, Zixian Ma, Anne Li, Izequiel Freitas, Dakuo Wang, James A. Landay, Michael S. Bernstein
2023 J jnl
More Samples or More Prompt Inputs? Exploring Effective In-Context Sampling for LLM Few-Shot Prompt Engineering.
CoRR
Bingsheng Yao, Guiming Chen, Ruishi Zou, Yuxuan Lu, Jiachen Li, Shao Zhang, Sijia Liu, James A. Hendler, Dakuo Wang
2023 J jnl
PaniniQA: Enhancing Patient Education Through Interactive Question Answering.
CoRR
Pengshan Cai, Zonghai Yao, Fei Liu, Dakuo Wang, Meghan Reilly, Huixue Zhou, Lingxi Li, Yi Cao, Alok Kapoor, Adarsha Bajracharya, Dan Berlowitz, Hong Yu
2023 J jnl
PaniniQA: Enhancing Patient Education Through Interactive Question Answering.
Trans. Assoc. Comput. Linguistics
Pengshan Cai, Zonghai Yao, Fei Liu, Dakuo Wang, Meghan Reilly, Huixue Zhou, Lingxi Li, Yi Cao, Alok Kapoor, Adarsha Bajracharya, Dan Berlowitz, Hong Yu
2023 J jnl
Rethinking Human-AI Collaboration in Complex Medical Decision Making: A Case Study in Sepsis Diagnosis.
CoRR
Shao Zhang, Jianing Yu, Xuhai Xu, Changchang Yin, Yuxuan Lu, Bingsheng Yao, Melanie Tory, Lace M. K. Padilla, Jeffrey M. Caterino, Ping Zhang, Dakuo Wang
2023 — conf
SHAI 2023: Workshop on Designing for Safety in Human-AI Interactions.
IUI Companion
Nitesh Goyal, Sungsoo Ray Hong, Regan L. Mandryk, Toby Jia-Jun Li, Kurt Luther, Dakuo Wang
2023 J jnl
Talk2Care: Facilitating Asynchronous Patient-Provider Communication with Large-Language-Model.
CoRR
Ziqi Yang, Xuhai Xu, Bingsheng Yao, Shao Zhang, Ethan Rogers, Stephen S. Intille, Nawar Shara, Guodong Gordon Gao, Dakuo Wang
2023 J jnl
Will the Prince Get True Love's Kiss? On the Model Sensitivity to Gender Perturbation over Fairytale Texts.
CoRR
Christina Chance, Da Yin, Dakuo Wang, Kai-Wei Chang
2022 — conf
A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Prediction.
NAACL-HLT
Yong Xie, Dakuo Wang, Pin-Yu Chen, Jinjun Xiong, Sijia Liu, Oluwasanmi Koyejo
2022 J jnl
A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Prediction.
CoRR
Yong Xie, Dakuo Wang, Pin-Yu Chen, Jinjun Xiong, Sijia Liu, Sanmi Koyejo
2022 J jnl
DeepBrain: Enabling Fine-Grained Brain-Robot Interaction through Human-Centered Learning of Coarse EEG Signals from Low-Cost Devices.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Di Wu, Jinhui Ouyang, Ningyi Dai, Mingzhu Wu, Haodan Tan, Hanhui Deng, Yongmei Fan, Dakuo Wang, Zhanpeng Jin
2022 J jnl
DeepShovel: An Online Collaborative Platform for Data Extraction in Geoscience Literature with AI Assistance.
CoRR
Shao Zhang, Yuting Jia, Hui Xu, Ying Wen, Dakuo Wang, Xinbing Wang
2022 J jnl
Documentation Matters: Human-Centered AI System to Assist Data Science Code Documentation in Computational Notebooks.
ACM Trans. Comput. Hum. Interact.
April Yi Wang, Dakuo Wang, Jaimie Drozdal, Michael J. Muller, Soya Park, Justin D. Weisz, Xuye Liu, Lingfei Wu, Casey Dugan
2022 J jnl
Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-Centric Summarization.
CoRR
Zhenjie Zhao, Yufang Hou, Dakuo Wang, Mo Yu, Chengzhong Liu, Xiaojuan Ma
2022 — conf
Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-centric Summarization.
ACL (1)
Zhenjie Zhao, Yufang Hou, Dakuo Wang, Mo Yu, Chengzhong Liu, Xiaojuan Ma
2022 — conf
Fantastic Questions and Where to Find Them: FairytaleQA - An Authentic Dataset for Narrative Comprehension.
ACL (1)
Ying Xu, Dakuo Wang, Mo Yu, Daniel Ritchie, Bingsheng Yao, Tongshuang Wu, Zheng Zhang, Toby Jia-Jun Li, Nora Bradford, Branda Sun, Tran Bao Hoang, Yisi Sang, Yufang Hou, Xiaojuan Ma, Diyi Yang, Nanyun Peng, Zhou Yu, Mark Warschauer
2022 J jnl
Fantastic Questions and Where to Find Them: FairytaleQA - An Authentic Dataset for Narrative Comprehension.
CoRR
Ying Xu, Dakuo Wang, Mo Yu, Daniel Ritchie, Bingsheng Yao, Tongshuang Wu, Zheng Zhang, Toby Jia-Jun Li, Nora Bradford, Branda Sun, Tran Bao Hoang, Yisi Sang, Yufang Hou, Xiaojuan Ma, Diyi Yang, Nanyun Peng, Zhou Yu, Mark Warschauer
2022 J jnl
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code.
CoRR
Sebastian Gehrmann, Abhik Bhattacharjee, Abinaya Mahendiran, Alex Wang, Alexandros Papangelis, Aman Madaan, Angelina McMillan-Major, Anna Shvets, Ashish Upadhyay, Bingsheng Yao, Bryan Wilie, Chandra Bhagavatula, Chaobin You, Craig Thomson, Cristina Garbacea, Dakuo Wang, Daniel Deutsch, Deyi Xiong, Di Jin, Dimitra Gkatzia, Dragomir R. Radev, Elizabeth Clark, Esin Durmus, Faisal Ladhak, Filip Ginter, Genta Indra Winata, Hendrik Strobelt, Hiroaki Hayashi, Jekaterina Novikova, Jenna Kanerva, Jenny Chim, Jiawei Zhou, Jordan Clive, Joshua Maynez, João Sedoc, Juraj Juraska, Kaustubh D. Dhole, Khyathi Raghavi Chandu, Laura Perez-Beltrachini, Leonardo F. R. Ribeiro, Lewis Tunstall, Li Zhang, Mahima Pushkarna, Mathias Creutz, Michael White, Mihir Sanjay Kale, Moussa Kamal Eddine, Nico Daheim, Nishant Subramani, Ondrej Dusek, Paul Pu Liang, Pawan Sasanka Ammanamanchi, Qi Zhu, Ratish Puduppully, Reno Kriz, Rifat Shahriyar, Ronald Cardenas, Saad Mahamood, Salomey Osei, Samuel Cahyawijaya, Sanja Stajner, Sébastien Montella, Shailza Jolly, Simon Mille, Tahmid Hasan, Tianhao Shen, Tosin P. AMahidewumi, Vikas Raunak, Vipul Raheja, Vitaly Nikolaev, Vivian Tsai, Yacine Jernite, Ying Xu, Yisi Sang, Yixin Liu, Yufang Hou
2022 J jnl
Group Chat Ecology in Enterprise Instant Messaging: How Employees Collaborate Through Multi-User Chat Channels on Slack.
Proc. ACM Hum. Comput. Interact.
Dakuo Wang, Haoyu Wang, Mo Yu, Zahra Ashktorab, Ming Tan
2022 J jnl
Human-Computer Integration: Towards Integrating the Human Body with the Computational Machine.
Found. Trends Hum. Comput. Interact.
Florian 'Floyd' Mueller, Nathan Arthur Semertzidis, Josh Andres, Martin Weigel, Suranga Nanayakkara, Rakesh Patibanda, Zhuying Li, Paul Strohmeier, Jarrod Knibbe, Stefan Greuter, Marianna Obrist, Pattie Maes, Dakuo Wang, Katrin Wolf, Liz Gerber, Joe Marshall, Kai Kunze, Jonathan Grudin, Harald Reiterer, Richard Byrne
2022 — conf
It is AI's Turn to Ask Humans a Question: Question-Answer Pair Generation for Children's Story Books.
ACL (1)
Bingsheng Yao, Dakuo Wang, Tongshuang Wu, Zheng Zhang, Toby Jia-Jun Li, Mo Yu, Ying Xu
2022 J jnl
KnowledgeShovel: An AI-in-the-Loop Document Annotation System for Scientific Knowledge Base Construction.
CoRR
Shao Zhang, Yuting Jia, Hui Xu, Dakuo Wang, Toby Jia-Jun Li, Ying Wen, Xinbing Wang, Chenghu Zhou
2022 — conf
Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours.
EMNLP (Demos)
Eyal Shnarch, Alon Halfon, Ariel Gera, Marina Danilevsky, Yannis Katsis, Leshem Choshen, Martín Santillán Cooper, Dina Epelboim, Zheng Zhang, Dakuo Wang
2022 J jnl
Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours.
CoRR
Eyal Shnarch, Alon Halfon, Ariel Gera, Marina Danilevsky, Yannis Katsis, Leshem Choshen, Martín Santillán Cooper, Dina Epelboim, Zheng Zhang, Dakuo Wang, Lucy Yip, Liat Ein-Dor, Lena Dankin, Ilya Shnayderman, Ranit Aharonov, Yunyao Li, Naftali Liberman, Philip Levin Slesarev, Gwilym Newton, Shila Ofek-Koifman, Noam Slonim, Yoav Katz
2022 — conf
MBTI Personality Prediction for Fictional Characters Using Movie Scripts.
EMNLP (Findings)
Yisi Sang, Xiangyang Mou, Mo Yu, Dakuo Wang, Jing Li, Jeffrey M. Stanton
2022 J jnl
MBTI Personality Prediction for Fictional Characters Using Movie Scripts.
CoRR
Yisi Sang, Xiangyang Mou, Mo Yu, Dakuo Wang, Jing Li, Jeffrey M. Stanton
2022 J jnl
NECE: Narrative Event Chain Extraction Toolkit.
CoRR
Guangxuan Xu, Paulina Toro Isaza, Moshi Li, Akintoye Oloko, Bingsheng Yao, Aminat Adebiyi, Yufang Hou, Nanyun Peng, Dakuo Wang
2022 J jnl
Organizational Distance Also Matters: How Organizational Distance Among Industrial Research Teams Affect Their Research Productivity.
Proc. ACM Hum. Comput. Interact.
Dakuo Wang, Michael J. Muller, Qian Yang, Zijun Wang, Ming Tan, Stacy Hobson
2022 A* conf
Semantic Feature Discovery with Code Mining and Semantic Type Detection.
AAAI
Kavitha Srinivas, Takaaki Tateishi, Daniel Karl I. Weidele, Udayan Khurana, Horst Samulowitz, Toshihiro Takahashi, Dakuo Wang, Lisa Amini
2022 A* conf
StoryBuddy: A Human-AI Collaborative Chatbot for Parent-Child Interactive Storytelling with Flexible Parental Involvement.
CHI
Zheng Zhang, Ying Xu, Yanhao Wang, Bingsheng Yao, Daniel Ritchie, Tongshuang Wu, Mo Yu, Dakuo Wang, Toby Jia-Jun Li
2022 J jnl
StoryBuddy: A Human-AI Collaborative Chatbot for Parent-Child Interactive Storytelling with Flexible Parental Involvement.
CoRR
Zheng Zhang, Ying Xu, Yanhao Wang, Bingsheng Yao, Daniel Ritchie, Tongshuang Wu, Mo Yu, Dakuo Wang, Toby Jia-Jun Li
2022 A* conf
Telling Stories from Computational Notebooks: AI-Assisted Presentation Slides Creation for Presenting Data Science Work.
CHI
Chengbo Zheng, Dakuo Wang, April Yi Wang, Xiaojuan Ma
2022 J jnl
Telling Stories from Computational Notebooks: AI-Assisted Presentation Slides Creation for Presenting Data Science Work.
CoRR
Chengbo Zheng, Dakuo Wang, April Yi Wang, Xiaojuan Ma
2022 — conf
Towards a Progression-Aware Autonomous Dialogue Agent.
NAACL-HLT
Abraham Sanders, Tomek Strzalkowski, Mei Si, Albert Chang, Deepanshu Dey, Jonas Braasch, Dakuo Wang
2022 J jnl
Towards a Progression-Aware Autonomous Dialogue Agent.
CoRR
Abraham Sanders, Tomek Strzalkowski, Mei Si, Albert Chang, Deepanshu Dey, Jonas Braasch, Dakuo Wang
2021 J jnl
"Brilliant AI Doctor" in Rural China: Tensions and Challenges in AI-Powered CDSS Deployment.
CoRR
Dakuo Wang, Liuping Wang, Zhan Zhang, Ding Wang, Haiyi Zhu, Yvonne Gao, Xiangmin Fan, Feng Tian
2021 A* conf
"Brilliant AI Doctor" in Rural Clinics: Challenges in AI-Powered Clinical Decision Support System Deployment.
CHI
Dakuo Wang, Liuping Wang, Zhan Zhang, Ding Wang, Haiyi Zhu, Yvonne Gao, Xiangmin Fan, Feng Tian
2021 A* conf
AutoDS: Towards Human-Centered Automation of Data Science.
CHI
Dakuo Wang, Josh Andres, Justin D. Weisz, Erick Oduor, Casey Dugan
2021 J jnl
AutoDS: Towards Human-Centered Automation of Data Science.
CoRR
Dakuo Wang, Josh Andres, Justin D. Weisz, Erick Oduor, Casey Dugan
2021 A* conf
AutoText: An End-to-End AutoAI Framework for Text.
AAAI
Arunima Chaudhary, Alayt Issak, Kiran Kate, Yannis Katsis, Abel N. Valente, Dakuo Wang, Alexandre V. Evfimievski, Sairam Gurajada, Ban Kawas, A. Cristiano I. Malossi, Lucian Popa, Tejaswini Pedapati, Horst Samulowitz, Martin Wistuba, Yunyao Li
2021 A* conf
Automated Data Science for Relational Data.
ICDE
Hoang Thanh Lam, Beat Buesser, Hong Min, Tran Ngoc Minh, Martin Wistuba, Udayan Khurana, Gregory Bramble, Theodoros Salonidis, Dakuo Wang, Horst Samulowitz
2021 J jnl
CASS: Towards Building a Social-Support Chatbot for Online Health Community.
CoRR
Liuping Wang, Dakuo Wang, Feng Tian, Zhenhui Peng, Xiangmin Fan, Zhan Zhang, Shuai Ma, Mo Yu, Xiaojuan Ma, Hongan Wang
2021 J jnl
CASS: Towards Building a Social-Support Chatbot for Online Health Community.
Proc. ACM Hum. Comput. Interact.
Liuping Wang, Dakuo Wang, Feng Tian, Zhenhui Peng, Xiangmin Fan, Zhan Zhang, Mo Yu, Xiaojuan Ma, Hongan Wang
2021 — conf
D2S: Document-to-Slide Generation Via Query-Based Text Summarization.
NAACL-HLT
Edward Sun, Yufang Hou, Dakuo Wang, Yunfeng Zhang, Nancy Xin Ru Wang
2021 J jnl
D2S: Document-to-Slide Generation Via Query-Based Text Summarization.
CoRR
Edward Sun, Yufang Hou, Dakuo Wang, Yunfeng Zhang, Nancy Xin Ru Wang
2021 — conf
Data-Debugging Through Interactive Visual Explanations.
PAKDD (Workshops)
Shazia Afzal, Arunima Chaudhary, Nitin Gupta, Hima Patel, Carolina Spina, Dakuo Wang
2021 — conf
Designing AI to Work WITH or FOR People?
CHI Extended Abstracts
Dakuo Wang, Pattie Maes, Xiangshi Ren, Ben Shneiderman, Yuanchun Shi, Qianying Wang
2021 J jnl
Effect of AI Explanations on Human Perceptions of Patient-Facing AI-Powered Healthcare Systems.
J. Medical Syst.
Zhan Zhang, Yegin Genc, Dakuo Wang, Mehmet Eren Ahsen, Xiangmin Fan
2021 A* conf
Graph-Augmented Code Summarization in Computational Notebooks.
IJCAI
April Yi Wang, Dakuo Wang, Xuye Liu, Lingfei Wu
2021 — conf
HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks.
EMNLP (Findings)
Xuye Liu, Dakuo Wang, April Yi Wang, Yufang Hou, Lingfei Wu
2021 J jnl
HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks.
CoRR
Xuye Liu, Dakuo Wang, April Yi Wang, Lingfei Wu
2021 J jnl
How AI Developers Overcome Communication Challenges in a Multidisciplinary Team: A Case Study.
CoRR
David Piorkowski, Soya Park, April Yi Wang, Dakuo Wang, Michael J. Muller, Felix Portnoy
2021 J jnl
How AI Developers Overcome Communication Challenges in a Multidisciplinary Team: A Case Study.
Proc. ACM Hum. Comput. Interact.
David Piorkowski, Soya Park, April Yi Wang, Dakuo Wang, Michael J. Muller, Felix Portnoy
2021 — conf
How Data Scientists Improve Generated Code Documentation in Jupyter Notebooks.
IUI Workshops
Michael J. Muller, April Yi Wang, Steven I. Ross, Justin D. Weisz, Mayank Agarwal, Kartik Talamadupula, Stephanie Houde, Fernando Martinez, John T. Richards, Jaimie Drozdal, Xuye Liu, David Piorkowski, Dakuo Wang
2021 J jnl
How Much Automation Does a Data Scientist Want?
CoRR
Dakuo Wang, Q. Vera Liao, Yunfeng Zhang, Udayan Khurana, Horst Samulowitz, Soya Park, Michael J. Muller, Lisa Amini
2021 J jnl
Human-Centered AI for Data Science: A Systematic Approach.
CoRR
Dakuo Wang, Xiaojuan Ma, April Yi Wang
2021 J jnl
It is AI's Turn to Ask Human a Question: Question and Answer Pair Generation for Children Storybooks in FairytaleQA Dataset.
CoRR
Bingsheng Yao, Dakuo Wang, Tongshuang Wu, Tran Bao Hoang, Branda Sun, Toby Jia-Jun Li, Mo Yu, Ying Xu
2021 J jnl
Malicious Selling Strategies in Livestream Shopping: A Case Study of Alibaba's Taobao and ByteDance's Douyin.
CoRR
Qunfang Wu, Yisi Sang, Dakuo Wang, Zhicong Lu
2021 A conf
Model LineUpper: Supporting Interactive Model Comparison at Multiple Levels for AutoML.
IUI
Shweta Narkar, Yunfeng Zhang, Q. Vera Liao, Dakuo Wang, Justin D. Weisz
2021 J jnl
Model LineUpper: Supporting Interactive Model Comparison at Multiple Levels for AutoML.
CoRR
Shweta Narkar, Yunfeng Zhang, Q. Vera Liao, Dakuo Wang, Justin D. Weisz
2021 J jnl
Organizational Distance Also Matters: A Case Study of Distributed Research Teams and their Paper Productivity.
CoRR
Dakuo Wang, Michael J. Muller, Qian Yang, Zijun Wang, Ming Tan, Stacy Hobson
2021 J jnl
Patients' perceptions of using artificial intelligence (AI)-based technology to comprehend radiology imaging data.
Health Informatics J.
Zhan Zhang, Daniel Citardi, Dakuo Wang, Yegin Genc, Juan Shan, Xiangmin Fan
2021 J jnl
Preserve, Promote, or Attack? GNN Explanation via Topology Perturbation.
CoRR
Yi Sun, Abel N. Valente, Sijia Liu, Dakuo Wang
2021 J jnl
Same benefits, different communication patterns: Comparing Children's reading with a conversational agent vs. a human partner.
Comput. Educ.
Ying Xu, Dakuo Wang, Penelope Collins, Hyelim Lee, Mark Warschauer
2021 J jnl
Themisto: Towards Automated Documentation Generation in Computational Notebooks.
CoRR
April Yi Wang, Dakuo Wang, Jaimie Drozdal, Michael J. Muller, Soya Park, Justin D. Weisz, Xuye Liu, Lingfei Wu, Casey Dugan
2021 — conf
Towards A Diverse, Inclusive, Accessible and Equitable AAAI International Conference on Web and Social Media (ICWSM).
ICWSM Workshops
Jason R. C. Nurse, Francielle Vargas, Naeemul Hassan, Dakuo Wang, Panagiotis Andriotis, Amira Ghenai, Kokil Jaidka, Eni Mustafaraj, Kenneth Joseph, Brooke Foucault Welles
2021 — conf
What Makes a Well-Documented Notebook? A Case Study of Data Scientists' Documentation Practices in Kaggle.
CHI Extended Abstracts
April Yi Wang, Dakuo Wang, Jaimie Drozdal, Xuye Liu, Soya Park, Steve Oney, Christopher Brooks
2020 A* conf
An ADMM Based Framework for AutoML Pipeline Configuration.
AAAI
Sijia Liu, Parikshit Ram, Deepak Vijaykeerthy, Djallel Bouneffouf, Gregory Bramble, Horst Samulowitz, Dakuo Wang, Andrew Conn, Alexander G. Gray
2020 — conf
AutoAI: Automating the End-to-End AI Lifecycle with Humans-in-the-Loop.
IUI Companion
Dakuo Wang, Parikshit Ram, Daniel Karl I. Weidele, Sijia Liu, Michael J. Muller, Justin D. Weisz, Abel N. Valente, Arunima Chaudhary, Dustin Ramsey Torres, Horst Samulowitz, Lisa Amini
2020 A conf
AutoAIViz: opening the blackbox of automated artificial intelligence with conditional parallel coordinates.
IUI
Daniel Karl I. Weidele, Justin D. Weisz, Erick Oduor, Michael J. Muller, Josh Andres, Alexander G. Gray, Dakuo Wang
2020 — conf
Chinese CHI 2020 Workshop.
CHI Extended Abstracts
Xiangmin Fan, Junfeng Yao, Huawei Tu, Dakuo Wang
2020 J jnl
DeepBrain: Towards Personalized EEG Interaction through Attentional and Embedded LSTM Learning.
CoRR
Di Wu, Huayan Wan, Siping Liu, Weiren Yu, Zhanpeng Jin, Dakuo Wang
2020 — conf
From Human-Human Collaboration to Human-AI Collaboration: Designing AI Systems That Can Work Together with People.
CHI Extended Abstracts
Dakuo Wang, Elizabeth F. Churchill, Pattie Maes, Xiangmin Fan, Ben Shneiderman, Yuanchun Shi, Qianying Wang
2020 J jnl
How do Data Science Workers Collaborate? Roles, Workflows, and Tools.
CoRR
Amy X. Zhang, Michael J. Muller, Dakuo Wang
2020 J jnl
How do Data Science Workers Collaborate? Roles, Workflows, and Tools.
Proc. ACM Hum. Comput. Interact.
Amy X. Zhang, Michael J. Muller, Dakuo Wang
2020 — conf
IBM AutoAI: Human-in-the-Loop Automated Machine Learning Supports Data Scientists to Build Better Models.
DaSH@KDD
Dakuo Wang, Josh Andres, Justin D. Weisz, Erick Oduor, Udayan Khurana, Horst Samulowitz, Arunima Chaudhary, Abel N. Valente, Dustin Ramsey Torres, Casey Dugan
2020 — conf
Lay individuals' perceptions of artificial intelligence ( AI )-empowered healthcare systems.
ASIST
Zhan Zhang, Yegin Genc, Aiwen Xing, Dakuo Wang, Xiangmin Fan, Daniel Citardi
2020 A* conf
Next Steps for Human-Computer Integration.
CHI
Florian 'Floyd' Mueller, Pedro Lopes, Paul Strohmeier, Wendy Ju, Caitlyn E. Seim, Martin Weigel, Suranga Nanayakkara, Marianna Obrist, Zhuying Li, Joseph La Delfa, Jun Nishida, Elizabeth M. Gerber, Dag Svanaes, Jonathan Grudin, Stefan Greuter, Kai Kunze, Thomas Erickson, Steven Greenspan, Masahiko Inami, Joe Marshall, Harald Reiterer, Katrin Wolf, Jochen Meyer, Thecla Schiphorst, Dakuo Wang, Pattie Maes
2020 J jnl
Solving Constrained CASH Problems with ADMM.
CoRR
Parikshit Ram, Sijia Liu, Deepak Vijaykeerthy, Dakuo Wang, Djallel Bouneffouf, Gregory Bramble, Horst Samulowitz, Alexander G. Gray
2020 J jnl
Trust in AutoML: Exploring Information Needs for Establishing Trust in Automated Machine Learning Systems.
CoRR
Jaimie Drozdal, Justin D. Weisz, Dakuo Wang, Gaurav Dass, Bingsheng Yao, Changruo Zhao, Michael J. Muller, Lin Ju, Hui Su
2020 A conf
Trust in AutoML: exploring information needs for establishing trust in automated machine learning systems.
IUI
Jaimie Drozdal, Justin D. Weisz, Dakuo Wang, Gaurav Dass, Bingsheng Yao, Changruo Zhao, Michael J. Muller, Lin Ju, Hui Su
2019 J jnl
AutoAIViz: Opening the Blackbox of Automated Artificial Intelligence with Conditional Parallel Coordinates.
CoRR
Daniel Karl I. Weidele, Justin D. Weisz, Eno Oduor, Michael J. Muller, Josh Andres, Alexander G. Gray, Dakuo Wang
2019 — conf
Context-Aware Conversation Thread Detection in Multi-Party Chat.
EMNLP/IJCNLP (1)
Ming Tan, Dakuo Wang, Yupeng Gao, Haoyu Wang, Saloni Potdar, Xiaoxiao Guo, Shiyu Chang, Mo Yu
2019 — conf
Conversational Agents: Acting on the Wave of Research and Development.
CHI Extended Abstracts
Richard Jacques, Asbjørn Følstad, Elizabeth Gerber, Jonathan Grudin, Ewa Luger, Andrés Monroy-Hernández, Dakuo Wang
2019 — conf
Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers.
ACL (1)
Haoyu Wang, Ming Tan, Mo Yu, Shiyu Chang, Dakuo Wang, Kun Xu, Xiaoxiao Guo, Saloni Potdar
2019 J jnl
Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers.
CoRR
Haoyu Wang, Ming Tan, Mo Yu, Shiyu Chang, Dakuo Wang, Kun Xu, Xiaoxiao Guo, Saloni Potdar
2019 — conf
HCI in China: Research Agenda, Education Curriculum, Industry Partnership, and Communities Building.
CHI Extended Abstracts
Feng Tian, Xiangshi Ren, Xiangmin Fan, Wei Li, Haipeng Mi, Tun Lu, Chun Yu, Dakuo Wang
2019 A* conf
How Data Science Workers Work with Data: Discovery, Capture, Curation, Design, Creation.
CHI
Michael J. Muller, Ingrid Lange, Dakuo Wang, David Piorkowski, Jason Tsay, Q. Vera Liao, Casey Dugan, Thomas Erickson
2019 J jnl
How Data Scientists Work Together With Domain Experts in Scientific Collaborations: To Find The Right Answer Or To Ask The Right Question?
CoRR
Yaoli Mao, Dakuo Wang, Michael J. Muller, Kush R. Varshney, Ioana Baldini, Casey Dugan, Aleksandra Mojsilovic
2019 J jnl
How Data ScientistsWork Together With Domain Experts in Scientific Collaborations: To Find The Right Answer Or To Ask The Right Question?
Proc. ACM Hum. Comput. Interact.
Yaoli Mao, Dakuo Wang, Michael J. Muller, Kush R. Varshney, Ioana Baldini, Casey Dugan, Aleksandra Mojsilovic
2019 J jnl
Human-AI Collaboration in Data Science: Exploring Data Scientists' Perceptions of Automated AI.
CoRR
Dakuo Wang, Justin D. Weisz, Michael J. Muller, Parikshit Ram, Werner Geyer, Casey Dugan, Yla R. Tausczik, Horst Samulowitz, Alexander G. Gray
2019 J jnl
Human-AI Collaboration in Data Science: Exploring Data Scientists' Perceptions of Automated AI.
Proc. ACM Hum. Comput. Interact.
Dakuo Wang, Justin D. Weisz, Michael J. Muller, Parikshit Ram, Werner Geyer, Casey Dugan, Yla R. Tausczik, Horst Samulowitz, Alexander G. Gray
2019 — conf
Out-of-Domain Detection for Low-Resource Text Classification Tasks.
EMNLP/IJCNLP (1)
Ming Tan, Yang Yu, Haoyu Wang, Dakuo Wang, Saloni Potdar, Shiyu Chang, Mo Yu
2019 J jnl
Out-of-Domain Detection for Low-Resource Text Classification Tasks.
CoRR
Ming Tan, Yang Yu, Haoyu Wang, Dakuo Wang, Saloni Potdar, Shiyu Chang, Mo Yu
2019 J jnl
Slack Channels Ecology in Enterprises: How Employees Collaborate Through Group Chat.
CoRR
Dakuo Wang, Haoyu Wang, Mo Yu, Zahra Ashktorab, Ming Tan
2019 A* conf
What Can Gestures Tell?: Detecting Motor Impairment in Early Parkinson's from Common Touch Gestural Interactions.
CHI
Feng Tian, Xiangmin Fan, Junjun Fan, Yicheng Zhu, Jing Gao, Dakuo Wang, Xiaojun Bi, Hongan Wang
2018 A* conf
All Work and No Play?
CHI
Q. Vera Liao, Muhammed Mas-ud Hussain, Praveen Chandar, Matthew Davis, Yasaman Khazaeni, Marco Patricio Crasso, Dakuo Wang, Michael J. Muller, N. Sadat Shami, Werner Geyer
2018 A* conf
Face Value?
CHI
Ameneh Shamekhi, Q. Vera Liao, Dakuo Wang, Rachel K. E. Bellamy, Thomas Erickson
2018 — conf
Implicit Detection of Motor Impairment in Parkinson's Disease from Everyday Smartphone Interactions.
CHI Extended Abstracts
Jing Gao, Feng Tian, Junjun Fan, Dakuo Wang, Xiangmin Fan, Yicheng Zhu, Shuai Ma, Jin Huang, Hongan Wang
2018 B conf
Projecting Life Onto Robots: The Effects of Cultural Factors and Design Type on Multi-Level Evaluations of Robot Anthropomorphism.
RO-MAN
Haodan Tan, Dakuo Wang, Selma Sabanovic
2017 J jnl
Hacking with NPOs: Collaborative Analytics and Broker Roles in Civic Data Hackathons.
Proc. ACM Hum. Comput. Interact.
Youyang Hou, Dakuo Wang
2017 J jnl
How People Write Together Now: Beginning the Investigation with Advanced Undergraduates in a Project Course.
ACM Trans. Comput. Hum. Interact.
Judith S. Olson, Dakuo Wang, Gary M. Olson, Jingwen Zhang
2017 A conf
Synchronous Collaborative Writing in the Classroom: Undergraduates' Collaboration Practices and their Impact on Writing Style, Quality, and Quantity.
CSCW
Soobin Yim, Dakuo Wang, Judith S. Olson, Viet Vu, Mark Warschauer
2017 J jnl
Why Users Do Not Want to Write Together When They Are Writing Together: Users' Rationales for Today's Collaborative Writing Practices.
Proc. ACM Hum. Comput. Interact.
Dakuo Wang, Haodan Tan, Tun Lu
2016 — conf
Exploring and Supporting Today's Collaborative Writing.
CHI Extended Abstracts
Dakuo Wang
2016 — —
Exploring and Supporting Today's Collaborative Writing.
Dakuo Wang
2016 — conf
How People Write Together Now: Exploring and Supporting Today's Computer-Supported Collaborative Writing.
CSCW Companion
Dakuo Wang
2015 A* conf
DocuViz: Visualizing Collaborative Writing.
CHI
Dakuo Wang, Judith S. Olson, Jingwen Zhang, Trung Nguyen, Gary M. Olson
2015 J jnl
Internet Censorship in China: Examining User Awareness and Attitudes.
ACM Trans. Comput. Hum. Interact.
Dakuo Wang, Gloria Mark