Jiachen Sun
12 papers · 2021–2026 · 7 venues · across top CS/AI venues
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Achievements
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🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (23) 🏆 Grand Slam
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(8)
Computer Vision
(6)
Learning Types · Machine Learning
(6)
Analysis
(5)
Application Areas
(3)
Domain-Specific
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Core AI
(2)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
adversarial robustness
(3)
self-supervised learning
(3)
object detection
(3)
multimodal learning
(2)
adversarial attack
(2)
active learning
(2)
knowledge distillation
(1)
data annotation
(1)
point cloud
(1)
trajectory prediction
(1)
visual grounding
(1)
adversarial training
(1)
deep clustering
(1)
synthetic aperture radar
(1)
sensor fusion
(1)
remote sensing
(1)
3d object detection
(1)
feature mapping
(1)
autonomous vehicle
(1)
hallucination mitigation
(1)
Papers
HulluEdit: Single-Pass Evidence-Consistent Subspace Editing for Mitigating Hallucinations in Large Vision-Language Models
CVPR 2026
Cocoon: Robust Multi-Modal Perception with Uncertainty-Aware Sensor Fusion
ICLR 2025
Dual Domain Control via Active Learning for Remote Sensing Domain Incremental Object Detection
ICCV 2025
Dual Information Purification for Lightweight SAR Object Detection
AAAI 2025
ELFS: Label-Free Coreset Selection with Proxy Training Dynamics
ICLR 2025
CALICO: Self-Supervised Camera-LiDAR Contrastive Pre-training for BEV Perception
ICLR 2024
Dolphins: Multimodal Language Model for Driving
ECCV 2024
Leveraging Hierarchical Feature Sharing for Efficient Dataset Condensation
ECCV 2024
A Critical Revisit of Adversarial Robustness in 3D Point Cloud Recognition with Diffusion-Driven Purification
ICML 2023
A Spectral View of Randomized Smoothing under Common Corruptions: Benchmarking and Improving Certified Robustness
ECCV 2022
On Adversarial Robustness of Trajectory Prediction for Autonomous Vehicles
CVPR 2022
Adversarially Robust 3D Point Cloud Recognition Using Self-Supervisions
NeurIPS 2021