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Author

Pengcheng Zheng

Observed name: Zheng, Pengcheng
ORCID: 0009-0004-3323-9170
Observed ORCID: 0009-0004-3323-9170
OpenAlex ID: A5123929105
Lightweight LLM Agent Memory with Small Language Models
2026 · Jiaquan Zhang, Chaoning Zhang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 2
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Predicting the World via Video Representation: A Comprehensive Survey on Video World Models
2026 · Jiaxin Yan, Chaoning Zhang, et al. · Preprints.org · 1
Dual Ontology-enhanced Clinical Decision Learning for First-admission Mortality Prediction
2026 · Fangchen Yin, Hu Nie, et al. · IEEE Journal of Biomedical and Health Informatics · 1
Supplementary document for High-Resolution Trapped-ion Fluorescence Imaging via Integrated Metalens - 8051893.pdf
2026 · Peiliang Liu, Zerui Huang, et al. · Figshare
InJePA: Intention-First Latent Planning with Coupled JEPA World Models for Visual Navigation
2026 · Zhou, Siming, Ma, Bowen, et al. · arXiv (Cornell University)
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Lightweight LLM Agent Memory with Small Language Models
2026 · Association for Computational Linguistics 2026, Bae, Sung-Ho, et al. · Underline Science Inc.
Relaxing Anchor-Frame Dominance for Mitigating Hallucinations in Video Large Language Models
2026 · Liu, Zijian, Cao, Sihan, et al. · arXiv (Cornell University)
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Topology-Aware Layer Pruning for Large Vision-Language Models
2026 · Zheng, Pengcheng, Zhang, Chaoning, et al. · arXiv (Cornell University)
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Lightweight LLM Agent Memory with Small Language Models
2026 · Zhang, Jiaquan, Zhang, Chaoning, et al. · arXiv (Cornell University)
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Immunizing 3D Gaussian Generative Models Against Unauthorized Fine-Tuning via Attribute-Space Traps
2026 · Zhang, Jianwei, Cao, Sihan, et al. · arXiv (Cornell University)
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RCP: Representation Consistency Pruner for Mitigating Distribution Shift in Large Vision-Language Models
2026 · Zhang, Jianwei, Zhang, Chaoning, et al. · arXiv (Cornell University)
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TDA-RC: Task-Driven Alignment for Knowledge-Based Reasoning Chains in Large Language Models
2026 · Zhang, Jiaquan, Sun, Qigan, et al. · arXiv (Cornell University)
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Language-Guided Token Compression with Reinforcement Learning in Large Vision-Language Models
2026 · Cao, Sihan, Zhang, Jianwei, et al. · arXiv (Cornell University)
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Learning Global Hypothesis Space for Enhancing Synergistic Reasoning Chain
2026 · Zhang, Jiaquan, Zhang, Chaoning, et al. · arXiv (Cornell University)
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Towards Visual Chain-of-Thought Reasoning: A Comprehensive Survey
2026 · Pengcheng Zheng, Chaoning Zhang, et al.
LLaVA-FA: Learning Fourier Approximation for Compressing Large Multimodal Models
2026 · Zheng, Pengcheng, Zhang, Chaoning, et al. · arXiv (Cornell University)
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GRASP: Guided Region-Aware Sparse Prompting for Adapting MLLMs to Remote Sensing
2026 · Sun, Qigan, Zhang, Chaoning, et al. · arXiv (Cornell University)
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When and What to Teach: Budget-Aware Online Adaptation for Web Agents
2026 · Jianwei Zhang, Sihan Cao, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
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MoR-MLLM: Mixture of Recursions for Efficient Multimodal Large Language Models
2026 · Pengcheng Zheng, Chaoning Zhang, et al. · IEEE Transactions on Multimedia
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Works count: 19
Citation count: 4
H-index: 1
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