Xipeng Qiu

Fudan University — China

Computer Science · Physical Sciences

57h-index17.7kcitations544works4.12yr avg
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Research Topics

Topic Modeling(361), Natural Language Processing Techniques(292), Multimodal Machine Learning Applications(66), Text and Document Classification Technologies(44), Advanced Text Analysis Techniques(43)

Publications544 total

RLoop: An Self-Improving Framework for Reinforcement Learning with Iterative Policy Initialization
arXiv (Cornell University)·2025Open Access
MARAG-R1: Beyond Single Retriever via Reinforcement-Learned Multi-Tool Agentic Retrieval
arXiv (Cornell University)·2025Open Access
Revealing emergent human-like conceptual representations from language prediction
Proceedings of the National Academy of Sciences·2025· 1 citedOpen Access
<i>MCM-DPO</i> : Multifaceted Cross-Modal Direct Preference Optimization for Alt-text Generation
2025Open Access
Trajectories of cumulative fluid balance and the association with pressure injuries in ICU patients
International Journal of Nursing Sciences·2025Open Access
LIBERO-Plus: In-depth Robustness Analysis of Vision-Language-Action Models
arXiv (Cornell University)·2025Open Access
ARISE: An Adaptive Resolution-Aware Metric for Test-Time Scaling Evaluation in Large Reasoning Models
arXiv (Cornell University)·2025Open Access
MCM-DPO: Multifaceted Cross-Modal Direct Preference Optimization for Alt-text Generation
arXiv (Cornell University)·2025Open Access
SIM-CoT: Supervised Implicit Chain-of-Thought
arXiv (Cornell University)·2025Open Access
Evolution of Concepts in Language Model Pre-Training
arXiv (Cornell University)·2025Open Access
Decoupled Proxy Alignment: Mitigating Language Prior Conflict for Multimodal Alignment in MLLM
arXiv (Cornell University)·2025Open Access
UnifiedVisual: A Framework for Constructing Unified Vision-Language Datasets
arXiv (Cornell University)·2025Open Access
VStyle: A Benchmark for Voice Style Adaptation with Spoken Instructions
arXiv (Cornell University)·2025Open Access
VehicleWorld: A Highly Integrated Multi-Device Environment for Intelligent Vehicle Interaction
arXiv (Cornell University)·2025Open Access
Inference-Time Alignment Control for Diffusion Models with Reinforcement Learning Guidance
arXiv (Cornell University)·2025Open Access
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation
arXiv (Cornell University)·2025Open Access
FutureX: An Advanced Live Benchmark for LLM Agents in Future Prediction
ArXiv.org·2025· 1 citedOpen Access
Sparse-dLLM: Accelerating Diffusion LLMs with Dynamic Cache Eviction
arXiv (Cornell University)·2025Open Access
Dynamic and Generalizable Process Reward Modeling
arXiv (Cornell University)·2025Open Access
Pre-Trained Policy Discriminators are General Reward Models
arXiv (Cornell University)·2025Open Access
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Frequent Co-authors

Xuanjing Huang(29), Pengfei Liu(13), Hang Yan(6), Tianxiang Sun(5), Yunfan Shao(5), Chi Sun(5), Xinchi Chen(5), Qipeng Guo(4), Junqi Dai(4), Yige Xu(3), Linyang Li(3), Ruotian Ma(3), Xiaonan Li(3), Ming Zhong(3), Danqing Wang(3), Luyao Huang(3), Xiao Wang(3), Yicheng Zou(3), Tao Gui(3), Zheng Zhang(3)