← Authors

Zhiqiang Shen

58 papers · 2015–2026 · 11 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (11) πŸƒ Academic Marathon (10) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13) πŸ—ΊοΈ Taxonomy Completionist (91) 🀝 Dynamic Duo (14) πŸ‘‘ Triple Crown πŸ† Grand Slam 🧬 Topic Evolution πŸ’Ž Century Club (56) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (178) ⚑ Prolific Year (8) πŸ”₯ Unstoppable (9)

Conferences

CVPR (12) ICCV (9) AAAI (8) ECCV (7) ICLR (5) ICML (5) NIPS (5) ACL (2) MICCAI (2) WACV (2) IJCAI (1)

Top co-authors

Zechun Liu (14) Marios Savvides (12) Kwang-Ting Cheng (11) Zhuang Liu (7) Xiangyang Xue (5) Eric Xing (5) Xiaoxiao Sheng (4) Eric P. Xing (4) Kai Hu (4) Tianjun Yao (4)

Keywords

model compression (11) self-supervised learning (8) representation learning (8) contrastive learning (7) knowledge distillation (7) image classification (6) binary neural network (4) neural network optimization (3) neural network (3) synthetic datum (3) action recognition (3) point cloud (3) few-shot learning (2) neural architecture search (2) vision transformer (2) semi-supervised learning (2) image synthesis (2) adversarial learning (2) data augmentation (2) transfer learning (2)

Papers

Do Not Merge My Model! Safeguarding Open-Source LLMs Against Unauthorized Model Merging AAAI 2026
RAGFort: Dual-Path Defense Against Proprietary Knowledge Base Extraction in Retrieval-Augmented Generation AAAI 2026
DELT: A Simple Diversity-driven EarlyLate Training for Dataset Distillation CVPR 2025
ConStyX: Content Style Augmentation for Generalizable Medical Image Segmentation MICCAI 2025
DRAG: Distilling RAG for SLMs from LLMs to Transfer Knowledge and Mitigate Hallucination via Evidence and Graph-based Distillation ACL 2025
KITAB-Bench: A Comprehensive Multi-Domain Benchmark for Arabic OCR and Document Understanding ACL 2025
$\gamma-$MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models ICLR 2025
Learning Graph Invariance by Harnessing Spuriosity ICLR 2025
One Last Attention for Your Vision-Language Model ICCV 2025
MosaicDiff: Training-free Structural Pruning for Diffusion Model Acceleration Reflecting Pretraining Dynamics ICCV 2025
S3A: Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment AAAI 2024
ConvNet vs Transformer, Supervised vs CLIP: Beyond ImageNet Accuracy ICML 2024
Initializing Models with Larger Ones ICLR 2024
Generalized Large-Scale Data Condensation via Various Backbone and Statistical Matching CVPR 2024
Web2Code: A Large-scale Webpage-to-Code Dataset and Evaluation Framework for Multimodal LLMs NIPS 2024
LFME: A Simple Framework for Learning from Multiple Experts in Domain Generalization NIPS 2024
Elucidating the Design Space of Dataset Condensation NIPS 2024
Empowering Graph Invariance Learning with Deep Spurious Infomax ICML 2024
Self-Paced Sample Selection for Barely-Supervised Medical Image Segmentation MICCAI 2024
Efficient LLM Jailbreak via Adaptive Dense-to-sparse Constrained Optimization NIPS 2024
PointCMP: Contrastive Mask Prediction for Self-Supervised Learning on Point Cloud Videos CVPR 2023
Contrastive Predictive Autoencoders for Dynamic Point Cloud Self-Supervised Learning AAAI 2023
PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery CVPR 2023
Squeeze, Recover and Relabel: Dataset Condensation at ImageNet Scale From A New Perspective NIPS 2023
FerKD: Surgical Label Adaptation for Efficient Distillation ICCV 2023
Masked Spatio-Temporal Structure Prediction for Self-supervised Learning on Point Cloud Videos ICCV 2023
Point Contrastive Prediction with Semantic Clustering for Self-Supervised Learning on Point Cloud Videos ICCV 2023
Dropout Reduces Underfitting ICML 2023
Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation IJCAI 2023
Data-Free Neural Architecture Search via Recursive Label Calibration ECCV 2022
Sliced Recursive Transformer ECCV 2022
Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation CVPR 2022
Vision Transformer Slimming: Multi-Dimension Searching in Continuous Optimization Space CVPR 2022
Un-mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning AAAI 2022
SDQ: Stochastic Differentiable Quantization with Mixed Precision ICML 2022
A Fast Knowledge Distillation Framework for Visual Recognition ECCV 2022
Stereo Neural Vernier Caliper AAAI 2022
Unsupervised Disentanglement of Linear-Encoded Facial Semantics CVPR 2021
Contrast and Order Representations for Video Self-Supervised Learning ICCV 2021
Conditional Link Prediction of Category-Implicit Keypoint Detection WACV 2021
S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-Bit Neural Networks via Guided Distribution Calibration CVPR 2021
Is Label Smoothing Truly Incompatible with Knowledge Distillation: An Empirical Study ICLR 2021
Semantic Relation Reasoning for Shot-Stable Few-Shot Object Detection CVPR 2021
How Do Adam and Training Strategies Help BNNs Optimization ICML 2021
Partial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot Learning AAAI 2021
Binarizing MobileNet via Evolution-Based Searching CVPR 2020
ReActNet: Towards Precise Binary Neural Network with Generalized Activation Functions ECCV 2020
Online Ensemble Model Compression using Knowledge Distillation ECCV 2020
MoBiNet: A Mobile Binary Network for Image Classification WACV 2020
Soft Anchor-Point Object Detection ECCV 2020
Towards Instance-Level Image-To-Image Translation CVPR 2019
MEAL: Multi-Model Ensemble via Adversarial Learning AAAI 2019
Transfer Learning for Sequences via Learning to Collocate ICLR 2019
TS2C: Tight Box Mining with Surrounding Segmentation Context for Weakly Supervised Object Detection ECCV 2018
Weakly Supervised Dense Video Captioning CVPR 2017
Learning Efficient Convolutional Networks Through Network Slimming ICCV 2017
DSOD: Learning Deeply Supervised Object Detectors From Scratch ICCV 2017
Multiple Granularity Descriptors for Fine-Grained Categorization ICCV 2015