Skip to content
conftrace_

Guoqi Li

31 papers · 2018–2026 · 9 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓
+10 more ↓ πŸ—ΊοΈ Taxonomy Completionist (39) 🌍 Conference Polyglot Β· Silver πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
πŸ”¬ Deep Specialist (15) πŸ† Keyword Champion (10) πŸ† Grand Slam 🀝 Dynamic Duo (12) πŸ‘‘ Triple Crown ⚑ Prolific Year Β· Productive πŸ”₯ Unstoppable Β· Bronze πŸ’Ž Century Club Β· Bronze πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (131)

Venues

AAAI (8) NeurIPS (5) ICLR (4) ICML (4) ACL (3) ICCV (3) IJCAI (2) CVPR (1) ECCV (1)

Top co-authors

Man Yao (12) Bo Xu (10) Yuhong Chou (7) Lei Deng (6) JiaKui Hu (5) Yonghong Tian (4) Yuan Xie (4) Xingrun Xing (3) Shitao Xiao (3) Zhaokun Zhou (3)

Research topics

Deep Learning (25) Machine Learning (25) Architectures (22) Application Areas (15) Computer Vision (9) Artificial Intelligence (8) Core AI (8) Analysis (7) Optimization & Theory Β· Machine Learning (7) Techniques (6) Core Methods (5) Learning Types Β· Deep Learning (4) Optimization & Theory Β· Deep Learning (4) Learning Types Β· Machine Learning (3) Interdisciplinary (2)

Keywords

spiking neural network (18) energy efficiency (10) neuromorphic hardware (4) transformer architecture (4) model compression (4) neuromorphic computing (3) image classification (3) binary spike (2) neural network (2) direct training (2) linear attention (2) large language model (2) semantic segmentation (2) neuron normalization (2) attention mechanism (2) neural network optimization (2) temporal attention (2) graph neural network (2) object detection (1) graph learning (1)

Papers

EfficientLLM: Unified Pruning-Aware Pretraining for Auto-Designed Compact Language Models ACL 2026 SpikingIR: A Novel Converted Spiking Neural Network for Efficient Image Restoration AAAI 2026 BIG-FUSION: Brain-Inspired Global-Local Context Fusion Framework for Multimodal Emotion Recognition in Conversations AAAI 2025 Efficient 3D Recognition with Event-driven Spike Sparse Convolution AAAI 2025 MMDEND: Dendrite-Inspired Multi-Branch Multi-Compartment Parallel Spiking Neuron for Sequence Modeling ACL 2025 MVA: Linear Attention with High-order Query-Keys Integration and Multi-level Vocabulary Decomposition ICML 2025 Spike2Former: Efficient Spiking Transformer for High-performance Image Segmentation AAAI 2025 SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking ICLR 2025 SpikeVideoFormer: An Efficient Spike-Driven Video Transformer with Hamming Attention and O(T) Complexity ICML 2025 Gated Attention Coding for Training High-Performance and Efficient Spiking Neural Networks AAAI 2024 HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors AAAI 2024 High-Performance Temporal Reversible Spiking Neural Networks with O(L) Training Memory and O(1) Inference Cost ICML 2024 Integer-Valued Training and Spike-driven Inference Spiking Neural Network for High-performance and Energy-efficient Object Detection ECCV 2024 MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map NeurIPS 2024 Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips ICLR 2024 SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms ICML 2024 SpikeVoice: High-Quality Text-to-Speech Via Efficient Spiking Neural Network ACL 2024 Spiking Transformer with Experts Mixture NeurIPS 2024 Deep Directly-Trained Spiking Neural Networks for Object Detection ICCV 2023 Inherent Redundancy in Spiking Neural Networks ICCV 2023 Spike-driven Transformer NeurIPS 2023 Learning To Prompt for Open-Vocabulary Object Detection With Vision-Language Model CVPR 2022 Survey on Graph Neural Network Acceleration: An Algorithmic Perspective IJCAI 2022 Exploiting Spiking Dynamics with Spatial-temporal Feature Normalization in Graph Learning IJCAI 2021 Going Deeper With Directly-Trained Larger Spiking Neural Networks AAAI 2021 Temporal-Wise Attention Spiking Neural Networks for Event Streams Classification ICCV 2021 Restoring Negative Information in Few-Shot Object Detection NeurIPS 2020 Direct Training for Spiking Neural Networks: Faster, Larger, Better AAAI 2019 Dynamic Sparse Graph for Efficient Deep Learning ICLR 2019 HitNet: Hybrid Ternary Recurrent Neural Network NeurIPS 2018 Training and Inference with Integers in Deep Neural Networks ICLR 2018