RP
Ruotong Pan
cs.CLcs.AIcs.LGcs.CVcs.CYcs.SE
On Valency
published · living versionsW_z323wazn·v1 · currentpublished
OmniSimulator: Aligning Small Language Models for Authentic Heterogeneous Behavior Modeling
with Jiawei Chen, Ruoxi Xu, Boxi Cao, Zhuoqun Li +10
1 version
Preprints & journals
10 papers in the corpus · 2024–2026OmniSimulator: Aligning Small Language Models for Authentic Heterogeneous Behavior Modeling2610.29472v1 · Jiawei Chen, Ruoxi Xu, Boxi Cao et al.2026 · 0 citationsarXivon Valency
TRACER: Trajectory-Aligned Learning for Multi-Turn User Simulation2609.28690v2 · Geng Chen, Ruotong Pan, Zhirui Yang et al.2026 · 0 citationsarXiv
PraMem: Practice-derived Experiential Memory for Long-horizon Behavior Prediction2607.02881v1 · Zhuoqun Li, Boxi Cao, Jiawei Chen et al.2026 · 0 citationsarXiv
MetaphorVU: Towards Metaphorical Video Understanding2605.25461v1 · Zhuoqun Li, Boxi Cao, Guiping Jiang et al.2026 · 0 citationsarXiv
GoLongRL: Capability-Oriented Long Context Reinforcement Learning with Multitask Alignment2605.19577v1 · Minxuan Lv, Tiehua Mei, Tanlong Du et al.2026 · 0 citationsarXiv
Towards Real-world Human Behavior Simulation: Benchmarking Large Language Models on Long-horizon, Cross-scenario, Heterogeneous Behavior Traces2604.08362v3 · Jiawei Chen, Ruoxi Xu, Boxi Cao et al.2026 · 0 citationsarXiv
Unlocking Exploration in RLVR: Uncertainty-aware Advantage Shaping for Deeper Reasoning2510.10649v2 · Can Xie, Ruotong Pan, Xiangyu Wu et al.2025 · 0 citationsarXiv
Beyond Correctness: Benchmarking Multi-dimensional Code Generation for Large Language Models2407.11470v2 · Jiasheng Zheng, Boxi Cao, Zhengzhao Ma et al.2024 · 1 citationarXiv
Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation2404.06809v3 · Ruotong Pan, Boxi Cao, Hongyu Lin et al.2024 · 7 citationsarXiv
AI for social science and social science of AI: A Survey2401.11839v1 · Ruoxi Xu, Yingfei Sun, Mengjie Ren et al.2024 · 125 citationsarXiv
Career total: 13 works. 10 are in this corpus.
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