Peng Zhou

Venues

Frequent coauthors

Papers

1. Multimodal Chemical Structure-Text Coreference in Intellectual Property via Rule-guided Reinforcement Learning
   ACL 2026 ·

   Hanmeng Zhong

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2. ProUIE: A Macro-to-Micro Progressive Learning Method for LLM-based Universal Information Extraction
   ACL 2026 ·

   Wenda Liu

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3. Simplify-Pro: A Two-level and Progressive LLM-based Framework for Auto Long Text Simplification
   ACL 2026 · Peng Zhou
4. The Dominance of Text Space: Unveiling the Asymmetric Nature of Cross-Modal Alignment in Large Language Models
   ACL 2026 ·

   Linqing Chen

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5. Turn-PPO: Turn-Level Advantage Estimation with PPO for Improved Multi-Turn RL in Agentic LLMs
   EACL 2026 ·

   Junbo Li

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6. A²ATS: Retrieval-Based KV Cache Reduction via Windowed Rotary Position Embedding and Query-Aware Vector Quantization
   ACL 2025 ·

   Junhui He

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7. M-LLM Based Video Frame Selection for Efficient Video Understanding
   CVPR 2025 ·

   Kai Hu

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8. A + B: A General Generator-Reader Framework for Optimizing LLMs to Unleash Synergy Potential
   ACL 2024 ·

   Wei Tang

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9. Multi-Region Text-Driven Manipulation of Diffusion Imagery
   AAAI 2024 ·

   Yiming Li

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