Lei Deng

13 papers · 2018–2026 · 8 conferences · across top CS/AI conferences

Achievements

+9 more ↓

🏃 Academic Marathon (7) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (8) 🐣 Hot Topic Early Bird

🌍 Conference Polyglot (8) 🏃 Academic Marathon (7) 🧭 Keyword Pioneer 🧬 Topic Evolution 🏆 Grand Slam 🗃️ Keyword Collector (70) 💎 Century Club (12) 🔥 Unstoppable (5) 🚀 Conference Pioneer

Conferences

AAAI (3) NIPS (3) IJCAI (2) ACL (1) CVPR (1) ICLR (1) ICML (1) OSDI (1)

Top co-authors

Yuan Xie (8) Guoqi Li (6) YuJie Wu (3) Yufei Ding (3) Liu Liu (2) Xing Hu (2) Shuangchen Li (2) Yuke Wang (2) Ling Liang (2) Xin Liu (1)

Research topics

Systems (1)

Keywords

spiking neural network (4) neuromorphic hardware (2) recurrent neural network (2) model compression (2) graph neural network (2) direct training (2) bayesian inference (1) adversarial robustness (1) model quantization (1) batch normalization (1) question answering (1) information retrieval (1) test-time adaptation (1) temporal information (1) in-context learning (1) image classification (1) posterior estimation (1) graph learning (1) distribution shift (1) computational efficiency (1)

Papers

Hierarchical Structure-Property Alignment for Data-Efficient Molecular Generation and Editing AAAI 2026 Bayesian Test-Time Adaptation for Vision-Language Models CVPR 2025 Extending Context Window of Large Language Models via Semantic Compression ACL 2024 Survey on Graph Neural Network Acceleration: An Algorithmic Perspective IJCAI 2022 Toward Robust Spiking Neural Network Against Adversarial Perturbation NIPS 2022 Going Deeper With Directly-Trained Larger Spiking Neural Networks AAAI 2021 Exploiting Spiking Dynamics with Spatial-temporal Feature Normalization in Graph Learning IJCAI 2021 GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs OSDI 2021 Boosting Deep Neural Network Efficiency with Dual-Module Inference ICML 2020 Dynamic Sparse Graph for Efficient Deep Learning ICLR 2019 Direct Training for Spiking Neural Networks: Faster, Larger, Better AAAI 2019 HitNet: Hybrid Ternary Recurrent Neural Network NIPS 2018 TETRIS: TilE-matching the TRemendous Irregular Sparsity NIPS 2018