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cs.HC2026
JudgmentLens: Human-AI Sensemaking of Complex Legal Judgments
Xinyi Chen, Ruijie Li, Yuelu Li +1
Judicial judgments are increasingly available, yet dense language and distributed relationships among facts, evidence, reasoning, and rulings remain difficult for non-experts to in…
cs.HC2026
AppLooper: An Agentic Application Engineering Loop for Accountable Release with Virtual-User Feedback
Zihong He, Chen Liang, Hai-Ning Liang
Much existing research on coding agents organizes application development as an iterative loop of requirement interpretation, implementation, tool execution, evaluation, and repair…
cs.HC2026
Tap-to-Adapt: Learning User-Aligned Response Timing for Speech Agents
Zihong He, Hai-Ning Liang, Chen Liang
Response timing judgment is a critical component of interactive speech agents. Although there exists substantial prior work on turn modeling and voice wake-up, there is a lack of r…