KR
Kangrui Ruan
cs.LGcs.AIcs.CLcs.CVcs.SIcs.SYeess.SY
On Valency
published · living versionsW_3h6nccpq·v1 · currentpublished
Projected Distillation: On Learning to Solve Hard Problems from Close, Correct Targets
with Shripad V. Deshmukh, Christian Bock, Abhijeet Awasthi, Vijay Lingam +2
1 version
Preprints & journals
8 papers in the corpus · 2021–2026Projected Distillation: On Learning to Solve Hard Problems from Close, Correct Targets2610.27467v1 · Shripad V. Deshmukh, Christian Bock, Kangrui Ruan et al.2026 · 0 citationsarXivon Valency
ANTE: Anticipate, Then Execute -- Learning Internal World Models for Coding Agents from Verified Beliefs2610.15368v1 · Yi Ge, Kangrui Ruan, Jifan Chen et al.2026 · 0 citationsarXiv
Teaching Agents to Code Reliably2610.03984v1 · Muhammad Ahmed Mohsin, Myeongsoo Kim, Kangrui Ruan et al.2026 · 0 citationsarXiv
A Causal Bootstrap for Diverse Image Generation under Unobserved Confounding2606.21806v3 · Jingyuan Chen, Kangrui Ruan, Junzhe Zhang2026 · 0 citationsarXiv
Empowering Multi-Turn Tool-Integrated Agentic Reasoning with Group Turn Policy Optimization2511.14846v2 · Yifeng Ding, Hung Le, Songyang Han et al.2025 · 0 citationsarXiv
From Twitter to Reasoner: Understand Mobility Travel Modes and Sentiment Using Large Language Models2411.02666v1 · Kangrui Ruan, Xinyang Wang, Xuan Di2024 · 10 citationsarXiv
R-LLaVA: Improving Med-VQA Understanding through Visual Region of Interest2410.20327v5 · Xupeng Chen, Zhixin Lai, Kangrui Ruan et al.2024 · 15 citationsarXiv
CVLight: Decentralized Learning for Adaptive Traffic Signal Control with Connected Vehicles2104.10340v3 · Mobin Zhao, Wangzhi Li, Yongjie Fu et al.2021 · 71 citationsTransportation Research Part C: Emerging Technologies, 141 (2022): 103728
Career total: 16 works. 8 are in this corpus.
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