← Authors

Shiji Song

51 papers · 2019–2025 · 11 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (11) πŸƒ Academic Marathon (6) 🐝 Cross-Pollinator (9) πŸ—ΊοΈ Taxonomy Completionist (80) πŸ† Keyword Champion (2) πŸ‘‘ Triple Crown 🀝 Dynamic Duo (49) 🧬 Topic Evolution πŸ† Grand Slam πŸ’Ž Century Club (51) ⚑ Prolific Year (14) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (7) πŸ—ƒοΈ Keyword Collector (203)

Conferences

CVPR (15) NIPS (12) ECCV (7) ICCV (6) ICLR (3) AAAI (2) ACL (2) ICML (1) IJCAI (1) MICCAI (1) NAACL (1)

Top co-authors

Gao Huang (49) Yulin Wang (15) Yizeng Han (15) Xuran Pan (12) Zhuofan Xia (10) Dongchen Han (9) Yifan Pu (9) Yang Yue (7) Chaofei Wang (6) Qisen Yang (6)

Research topics

Core AI (1)

Keywords

vision transformer (7) image classification (5) adaptive inference (4) spatial redundancy (4) diffusion model (4) offline reinforcement learning (3) efficient inference (3) model compression (3) dynamic inference (3) efficient computing (3) linear attention (3) multimodal large language model (3) image synthesis (2) reinforcement learning (2) visual grounding (2) contrastive learning (2) representation learning (2) medical imaging (2) data augmentation (2) deep reinforcement learning (2)

Papers

CheXWorld: Exploring Image World Modeling for Radiograph Representation Learning CVPR 2025
Model Surgery: Modulating LLM’s Behavior Via Simple Parameter Editing NAACL 2025
GridMix: Exploring Spatial Modulation for Neural Fields in PDE Modeling ICLR 2025
Everything to the Synthetic: Diffusion-driven Test-time Adaptation via Synthetic-Domain Alignment CVPR 2025
EchoWorld: Learning Motion-Aware World Models for Echocardiography Probe Guidance CVPR 2025
Segment3D: Learning Fine-Grained Class-Agnostic 3D Segmentation without Manual Labels ECCV 2024
DyFADet: Dynamic Feature Aggregation for Temporal Action Detection ECCV 2024
Agent Attention: On the Integration of Softmax and Linear Attention ECCV 2024
Bridging the Divide: Reconsidering Softmax and Linear Attention NIPS 2024
Demystify Mamba in Vision: A Linear Attention Perspective NIPS 2024
A Reinforcement-Learning-Based Multiple-Column Selection Strategy for Column Generation AAAI 2024
PsychoGAT: A Novel Psychological Measurement Paradigm through Interactive Fiction Games with LLM Agents ACL 2024
Boosting LLM Agents with Recursive Contemplation for Effective Deception Handling ACL 2024
Revisiting Non-Autoregressive Transformers for Efficient Image Synthesis CVPR 2024
Cardiac Copilot: Automatic Probe Guidance for Echocardiography with World Model MICCAI 2024
GSVA: Generalized Segmentation via Multimodal Large Language Models CVPR 2024
Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models CVPR 2024
DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution NIPS 2024
Efficient Diffusion Transformer with Step-wise Dynamic Attention Mediators ECCV 2024
Dynamic Perceiver for Efficient Visual Recognition ICCV 2023
FLatten Transformer: Vision Transformer using Focused Linear Attention ICCV 2023
Boosting Offline Reinforcement Learning with Action Preference Query ICML 2023
Slide-Transformer: Hierarchical Vision Transformer With Local Self-Attention CVPR 2023
Causal Intervention for Human Trajectory Prediction with Cross Attention Mechanism AAAI 2023
Understanding, Predicting and Better Resolving Q-Value Divergence in Offline-RL NIPS 2023
Train Once, Get a Family: State-Adaptive Balances for Offline-to-Online Reinforcement Learning NIPS 2023
Zero-Shot Generative Model Adaptation via Image-Specific Prompt Learning CVPR 2023
Budgeted Training for Vision Transformer ICLR 2023
EfficientTrain: Exploring Generalized Curriculum Learning for Training Visual Backbones ICCV 2023
Adaptive Rotated Convolution for Rotated Object Detection ICCV 2023
Latency-aware Spatial-wise Dynamic Networks NIPS 2022
Efficient Knowledge Distillation from Model Checkpoints NIPS 2022
Contrastive Language-Image Pre-Training with Knowledge Graphs NIPS 2022
Vision Transformer With Deformable Attention CVPR 2022
On the Integration of Self-Attention and Convolution CVPR 2022
Pseudo-Q: Generating Pseudo Language Queries for Visual Grounding CVPR 2022
Exploring the Equivalence of Siamese Self-Supervised Learning via a Unified Gradient Framework CVPR 2022
AdaFocusV3: On Unified Spatial-Temporal Dynamic Video Recognition ECCV 2022
Learning to Weight Samples for Dynamic Early-Exiting Networks ECCV 2022
ActiveNeRF: Learning Where to See with Uncertainty Estimation ECCV 2022
Not All Images are Worth 16x16 Words: Dynamic Transformers for Efficient Image Recognition NIPS 2021
Adaptive Focus for Efficient Video Recognition ICCV 2021
3D Object Detection With Pointformer CVPR 2021
CondenseNet V2: Sparse Feature Reactivation for Deep Networks CVPR 2021
Revisiting Locally Supervised Learning: an Alternative to End-to-end Training ICLR 2021
Towards Learning Spatially Discriminative Feature Representations ICCV 2021
Resolution Adaptive Networks for Efficient Inference CVPR 2020
Glance and Focus: a Dynamic Approach to Reducing Spatial Redundancy in Image Classification NIPS 2020
Soft Policy Gradient Method for Maximum Entropy Deep Reinforcement Learning IJCAI 2019
Regularized Anderson Acceleration for Off-Policy Deep Reinforcement Learning NIPS 2019
Implicit Semantic Data Augmentation for Deep Networks NIPS 2019