Chengbo Zheng

schoolHong Kong University of Science and Technologybar_chart#835 Global Rank

Total Papers

HCI Rank

#835

Research Areas

Years Active

Recent Publications

Mentigo: An Intelligent Agent for Mentoring Students in the Creative Problem Solving Process

Creative Problem-Solving (CPS) promotes creative and critical thinking while enhancing real-world problem-solving skills, making it essential for middle school education. However, providing personalized mentorship in CPS projects at scale is challenging due to resource constraints and diverse student needs. To address…

CHI '254th AuthorHonorable MentionHuman-LLM Collaboration +1

Towards Human-AI Deliberation: Design and Evaluation of LLM-Empowered Deliberative AI for AI-Assisted Decision-Making

Traditional AI-assisted decision-making systems often provide fixed recommendations that users must either accept or reject entirely, limiting meaningful interaction—especially in cases of disagreement. To address this, we introduce Human-AI Deliberation, an approach inspired by human deliberation theories that enable…

CHI '253rd AuthorGenerative AI (Text, Image, Music, Video) +2

InsightBridge: Enhancing Empathizing with Users through Real-Time Information Synthesis and Visual Communication

User-centered design necessitates researchers deeply understanding target users throughout the design process. However, during early-stage user interviews, researchers may misinterpret users due to time constraints, incorrect assumptions, and communication barriers. To address this challenge, we introduce InsightBridg…

UIST '242nd AuthorHuman-LLM Collaboration +1

WaitGPT: Monitoring and Steering Conversational LLM Agent in Data Analysis with On-the-Fly Code Visualization

Large language models (LLMs) support data analysis through conversational user interfaces, as exemplified in OpenAI's ChatGPT (formally known as Advanced Data Analysis or Code Interpreter). Essentially, LLMs produce code for accomplishing diverse analysis tasks. However, presenting raw code can obscure the logic and h…

UIST '241st AuthorHuman-LLM Collaboration +2

DiscipLink: Unfolding Interdisciplinary Information Seeking Process via Human-AI Co-Exploration

Interdisciplinary studies often require researchers to explore literature in diverse branches of knowledge. Yet, navigating through the highly scattered knowledge from unfamiliar disciplines poses a significant challenge. In this paper, we introduce DiscipLink, a novel interactive system that facilitates collaboration…

CHI '241st AuthorHuman-LLM Collaboration +1

Charting the Future of AI in Project-Based Learning: A Co-Design Exploration with Students

Students' increasing use of Artificial Intelligence (AI) presents new challenges for assessing their mastery of knowledge and skills in project-based learning (PBL). This paper introduces a co-design study to explore the potential of students' AI usage data as a novel material for PBL assessment. We conducted workshop…

CHI '234th AuthorExplainable AI (XAI) +1

Who Should I Trust: AI or Myself? Leveraging Human and AI Correctness Likelihood to Promote Appropriate Trust in AI-Assisted Decision-Making

In AI-assisted decision-making, it is critical for human decision-makers to know when to trust AI and when to trust themselves. However, prior studies calibrated human trust only based on AI confidence indicating AI's correctness likelihood (CL) but ignored humans' CL, hindering optimal team decision-making. To mitiga…

CHI '231st AuthorHuman-LLM Collaboration +1

Competent but Rigid: Identifying the Gap in Empowering AI to Participate Equally in Group Decision-Making

Existing research on human-AI collaborative decision-making focuses mainly on the interaction between AI and individual decision-makers. There is a limited understanding of how AI may perform in group decision-making. This paper presents a wizard-of-oz study in which two participants and an AI form a committee to rank…

CHI '235th+ AuthorAI-Assisted Decision-Making & Automation

RetroLens: A Human-AI Collaborative System for Multi-step Retrosynthetic Route Planning

Multi-step retrosynthetic route planning (MRRP) is the core task in synthetic chemistry, in which chemists recursively deconstruct a target molecule to find a set of reactants that make up the target. MRRP is challenging in that the search space is vast, and chemists are often lost in the process. Existing AI models c…

CHI '221st AuthorHuman-LLM Collaboration +1

Telling Stories from Computational Notebooks: AI-Assisted Presentation Slides Creation for Presenting Data Science Work

Creating presentation slides is a critical but time-consuming task for data scientists. While researchers have proposed many AI techniques to lift data scientists' burden on data preparation and model selection, few have targeted the presentation creation task. Based on the needs identified from a formative study, thi…

Quick Actions

Share this page

ios_share

X in mail

https://hci.top/en/authors/8781?source=all