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Hanpeng Liu

Deep Reinforcement Learning for Dynamic Multichannel Access in Wireless Networks
2018 · Shangxing Wang, Hanpeng Liu, et al. · IEEE Transactions on Cognitive Communications and Networking · 489
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CoSTCo
2019 · Hanpeng Liu, Yaguang Li, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 81
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Reinforcement Mechanism Design: With Applications to Dynamic Pricing in Sponsored Search Auctions
2020 · Weiran Shen, Binghui Peng, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 59
Feature Interaction Interpretability: A Case for Explaining Ad-Recommendation Systems via Neural Interaction Detection
2020 · Tsang, Michael, Cheng, Dehua, et al. · arXiv (Cornell University) · 41
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Neural Interaction Transparency (NIT): Disentangling Learned Interactions for Improved Interpretability
2018 · Michael Tsang, Hanpeng Liu, et al. · neural information processing systems · 37
You Only Need Less Attention at Each Stage in Vision Transformers
2024 · Shuoxi Zhang, Hanpeng Liu, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 28
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Leveraging Contrastive Learning for Enhanced Node Representations in Tokenized Graph Transformers
2024 · Jinsong Chen, Hanpeng Liu, et al. · neural information processing systems · 13
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Knowledge Distillation via Token-Level Relationship Graph Based on the Big Data Technologies
2024 · Shuoxi Zhang, Hanpeng Liu, et al. · Big Data Research · 11
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Class Discriminative Knowledge Distillation
2025 · Shuoxi Zhang, Hanpeng Liu, et al. · IEEE Transactions on Emerging Topics in Computational Intelligence · 5
Residual Learning for Self-Knowledge Distillation: Enhancing Neural Networks Through Consistency Across Layers
2025 · Hanpeng Liu, Shuoxi Zhang, et al. · IEEE Transactions on Big Data · 4
iGVLM: Dynamic Instruction-Guided Vision Encoding for Question-Aware Multimodal Understanding
2026 · Liu, Hanpeng, Li, Yaqian, et al. · arXiv (Cornell University) · 2
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Class-aware Information for Logit-based Knowledge Distillation
2022 · Zhang, Shuoxi, Liu, Hanpeng, et al. · arXiv (Cornell University) · 2
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X-Mind: Efficient Visual Chain-of-Thought via Predictive World Model for End-to-End Driving
2026 · Zhao, Bohao, Wei, Chengrui, et al. · arXiv (Cornell University) · 1
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X-Foresight: A Joint Vision-Action Causal Forecasting Network via Predictive World Modeling
2026 · Li, Baolu, Qian, Jingyu, et al. · arXiv (Cornell University) · 1
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Research on Intelligentization of Cloud Computing Programs Based on Self-awareness
2023 · Hanpeng Liu, Wuqi Gao, et al. · International Journal of Advanced Network Monitoring and Controls · 1
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Rethinking Contrastive Loss in CLIP Post-training: A Complementary Framework with Frozen Text Encoder
2026 · Wang, Zidan, Li, Yaqian, et al. · arXiv (Cornell University)
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Separators in Enhancing Autoregressive Pretraining for Vision Mamba
2026 · Liu, Hanpeng, Wang, Zidan, et al. · arXiv (Cornell University)
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ITO: Multi-View Alignment and Training-Time Fusion for Image-Text Pretraining
2026 · Liu, Hanpeng, Li, Yaqian, et al. · arXiv (Cornell University)
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Hyperspherical Dataset Distillation via Contrastive Embedding Alignment
2025 · Shuoxi Zhang, Hanpeng Liu, et al. · IEEE International Conference on Multimedia and Expo (ICME)
Grouped Logit Distillation Enhanced with Superclass Awareness for Efficient Knowledge Transfer
2024 · Shuoxi Zhang, Hanpeng Liu, et al. · Frontiers in artificial intelligence and applications
A 12-bit Fully Differential SARADC with a Novel Capacitor Mismatch Calibration
2021 · Xizhu Peng, Hanpeng Liu, et al. · IEEE Electron Devices Technology & Manufacturing Conference (EDTM)
Works count: 21
Citation count: 775
H-index: 8
I10-index: 8
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