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← Authors

Peng Zhou

45 papers · 2015–2026 · 9 conferences · across top CS/AI conferences

Achievements

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+9 more ↓ 🌍 Conference Polyglot (8) πŸ—ΊοΈ Taxonomy Completionist (11) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (10)
🌍 Conference Polyglot (8) πŸƒ Academic Marathon (10) πŸ—ΊοΈ Taxonomy Completionist (11) 🌟 Keyword Trendsetter Combo (4) 🧬 Topic Evolution πŸ”₯ Unstoppable (6) πŸ’Ž Century Club (43) ⚑ Prolific Year (10) πŸ—ƒοΈ Keyword Collector (235)

Conferences

IJCAI (13) AAAI (12) ACL (7) CVPR (7) NIPS (2) COLING (1) EACL (1) ICCV (1) INTERSPEECH (1)

Top co-authors

Liang Du (8) Xingyu Wu (5) Bingbing Ni (5) Bingbing Jiang (4) Yi-Dong Shen (4) Debo Cheng (4) Xinyan Liang (3) Lei Shi (3) Hanmo Wang (3) Zhaolong Ling (3)

Keywords

multi-view clustering (4) knowledge distillation (4) graph learning (3) image generation (3) data augmentation (3) graph neural network (2) consensus clustering (2) local causal discovery (2) catastrophic forgetting (2) ensemble clustering (2) model compression (2) image segmentation (2) image manipulation detection (2) large language model (2) bipartite graph (2) causal discovery (2) self-supervised learning (2) few-shot learning (2) pre-trained language model (2) feature learning (1)

Papers

The Dominance of Text Space: Unveiling the Asymmetric Nature of Cross-Modal Alignment in Large Language Models ACL 2026 Turn-PPO: Turn-Level Advantage Estimation with PPO for Improved Multi-Turn RL in Agentic LLMs EACL 2026 M-LLM Based Video Frame Selection for Efficient Video Understanding CVPR 2025 A2ATS: Retrieval-Based KV Cache Reduction via Windowed Rotary Position Embedding and Query-Aware Vector Quantization ACL 2025 Hybrid Local Causal Discovery IJCAI 2025 Large Language and Protein Assistant for Protein-Protein Interactions Prediction ACL 2025 Gradient-based Causal Feature Selection IJCAI 2025 Multi-view Clustering via Multi-granularity Ensemble IJCAI 2025 Instruction-Augmented Long-Horizon Planning: Embedding Grounding Mechanisms in Embodied Mobile Manipulation AAAI 2025 Sharper Error Bounds in Late Fusion Multi-view Clustering with Eigenvalue Proportion Optimization AAAI 2025 Local Causal Discovery Without Causal Sufficiency AAAI 2025 Collaborative Similarity Fusion and Consistency Recovery for Incomplete Multi-view Clustering AAAI 2025 Wavelet Multi-scale Region-Enhanced Network for Medical Image Segmentation IJCAI 2025 A + B: A General Generator-Reader Framework for Optimizing LLMs to Unleash Synergy Potential ACL 2024 Gated Slot Attention for Efficient Linear-Time Sequence Modeling NIPS 2024 Multi-Region Text-Driven Manipulation of Diffusion Imagery AAAI 2024 FocalDreamer: Text-Driven 3D Editing via Focal-Fusion Assembly AAAI 2024 Self-Training Based Few-Shot Node Classification by Knowledge Distillation AAAI 2024 Fair Kernel K-Means: from Single Kernel to Multiple Kernel NIPS 2024 Puff-Net: Efficient Style Transfer with Pure Content and Style Feature Fusion Network CVPR 2024 Learning to Rank Patches for Unbiased Image Redundancy Reduction CVPR 2024 Efficient Multi-view Unsupervised Feature Selection with Adaptive Structure Learning and Inference IJCAI 2024 Active Deep Multi-view Clustering IJCAI 2024 Resolving Task Confusion in Dynamic Expansion Architectures for Class Incremental Learning AAAI 2023 Totally Dynamic Hypergraph Neural Networks IJCAI 2023 Information Augmentation for Few-shot Node Classification IJCAI 2022 Improving Spoken Language Understanding with Cross-Modal Contrastive Learning INTERSPEECH 2022 Tri-level Robust Clustering Ensemble with Multiple Graph Learning AAAI 2021 Omni-GAN: On the Secrets of cGANs and Beyond ICCV 2021 K-BERT: Enabling Language Representation with Knowledge Graph AAAI 2020 Deepstrip: High-Resolution Boundary Refinement CVPR 2020 Self-paced Consensus Clustering with Bipartite Graph IJCAI 2020 FastBERT: a Self-distilling BERT with Adaptive Inference Time ACL 2020 Revisiting Image Aesthetic Assessment via Self-Supervised Feature Learning AAAI 2020 Generate, Segment, and Refine: Towards Generic Manipulation Segmentation AAAI 2020 Learning Rich Features for Image Manipulation Detection CVPR 2018 Live Face Verification with Multiple Instantialized Local Homographic Parameterization IJCAI 2018 Scale-Transferrable Object Detection CVPR 2018 Pose Transferrable Person Re-Identification CVPR 2018 Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme ACL 2017 Text Classification Improved by Integrating Bidirectional LSTM with Two-dimensional Max Pooling COLING 2016 Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification ACL 2016 Recovery of Corrupted Multiple Kernels for Clustering IJCAI 2015 Robust Multiple Kernel K-means Using L21-Norm IJCAI 2015 Learning a Robust Consensus Matrix for Clustering Ensemble via Kullback-Leibler Divergence Minimization IJCAI 2015