Lin Chen

58 papers · 2010–2026 · 15 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (14) 🏃 Academic Marathon (15) 🐝 Cross-Pollinator (6) 🌈 Renaissance Researcher (8) 🗺️ Taxonomy Completionist (111) 🧬 Topic Evolution 🤝 Dynamic Duo (15) 🏆 Keyword Champion 🏆 Grand Slam ❓ The Questioner (2) ⚡ Prolific Year (14) 🚀 Conference Pioneer 🗃️ Keyword Collector (230) 📈 Trend Setter 🔥 Unstoppable (10) 💎 Century Club (56)

Conferences

NIPS (11) AAAI (7) CVPR (7) AISTATS (6) ICLR (6) ICML (6) EMNLP (4) IJCAI (4) COLT (1) CONLL (1) EACL (1) ECCV (1) ICCV (1) NAACL (1) UAI (1)

Top co-authors

Amin Karbasi (15) Feng Zhao (7) Zehui Chen (6) Mingrui Zhang (5) Yi Jin (5) Hamed Hassani (5) Vahab Mirrokni (5) Huaian Chen (5) Gang Fu (4) Zhixiang Wei (4)

Research topics

Keywords

semantic segmentation (5) regret bound (4) multi-modal learning (3) submodular maximization (3) submodular optimization (3) transfer learning (3) domain adaptation (3) unsupervised domain adaptation (3) large language model (3) mutual information (2) benchmark evaluation (2) nearest neighbor search (2) semi-supervised learning (2) federated learning (2) double descent (2) multimodal learning (2) adversarial robustness (2) feature extraction (2) feature learning (2) combinatorial optimization (2)

Papers

CoMA-SLAM: Collaborative Multi-Agent Gaussian SLAM with Geometric Consistency AAAI 2026

I-MCTS: Enhancing Agentic AutoML via Introspective Monte Carlo Tree Search EACL 2026

VFM-Adapter: Adapting Visual Foundation Models for Dense Prediction with Dynamic Hybrid Operation Mapping AAAI 2025

Enhancing Large Vision-Language Models with Ultra-Detailed Image Caption Generation EMNLP 2025

CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios EMNLP 2025

Ensemble Learned Bloom Filters: Two Oracles are Better than One ICML 2025

Bipartite Ranking From Multiple Labels: On Loss Versus Label Aggregation ICML 2025

MMEgo: Towards Building Egocentric Multimodal LLMs for Video QA ICLR 2025

ViT-Calibrator: Decision Stream Calibration for Vision Transformer AAAI 2024

Leveraging Imagery Data with Spatial Point Prior for Weakly Semi-supervised 3D Object Detection AAAI 2024

Federated Learning with Extremely Noisy Clients via Negative Distillation AAAI 2024

Dynamic Neural Response Tuning ICLR 2024

ShareGPT4V: Improving Large Multi-Modal Models with Better Captions ECCV 2024

FreeDrag: Feature Dragging for Reliable Point-based Image Editing CVPR 2024

Stronger Fewer & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation CVPR 2024

Optimistic Rates for Learning from Label Proportions COLT 2024

VulnerabilityMap: An Open Framework for Mapping Vulnerability among Urban Disadvantaged Populations in the United States IJCAI 2024

Learning from Aggregate responses: Instance Level versus Bag Level Loss Functions ICLR 2024

ShareGPT4Video: Improving Video Understanding and Generation with Better Captions NIPS 2024

Are We on the Right Way for Evaluating Large Vision-Language Models? NIPS 2024

Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs NIPS 2024

On Bias-Variance Alignment in Deep Models ICLR 2024

Wyze Rule: Federated Rule Dataset for Rule Recommendation Benchmarking NIPS 2023

Acceleration of Large Transformer Model Training by Sensitivity-Based Layer Dropping AAAI 2023

Disentangle then Parse: Night-time Semantic Segmentation with Illumination Disentanglement ICCV 2023

Sequential Attention for Feature Selection ICLR 2023

Local Differential Privacy Meets Computational Social Choice - Resilience under Voter Deletion IJCAI 2022

Reusing the Task-Specific Classifier as a Discriminator: Discriminator-Free Adversarial Domain Adaptation CVPR 2022

Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation NIPS 2022

Meta Learning in the Continuous Time Limit AISTATS 2021

Multiple Descent: Design Your Own Generalization Curve NIPS 2021

Deep Neural Tangent Kernel and Laplace Kernel Have the Same RKHS ICLR 2021

The curious case of adversarially robust models: More data can help, double descend, or hurt generalization UAI 2021

Minimax Regret of Switching-Constrained Online Convex Optimization: No Phase Transition NIPS 2020

More Data Can Expand The Generalization Gap Between Adversarially Robust and Standard Models ICML 2020

Quantized Frank-Wolfe: Faster Optimization, Lower Communication, and Projection Free AISTATS 2020

Black Box Submodular Maximization: Discrete and Continuous Settings AISTATS 2020

Youling: an AI-assisted Lyrics Creation System EMNLP 2020

Open-Ended Visual Question Answering by Multi-Modal Domain Adaptation EMNLP 2020

TransMatch: A Transfer-Learning Scheme for Semi-Supervised Few-Shot Learning CVPR 2020

Online Continuous Submodular Maximization: From Full-Information to Bandit Feedback NIPS 2019

Projection-Free Bandit Convex Optimization AISTATS 2019

Locality-Sensitive Hashing for f-Divergences: Mutual Information Loss and Beyond NIPS 2019

Election with Bribed Voter Uncertainty: Hardness and Approximation Algorithm AAAI 2019

Categorical Feature Compression via Submodular Optimization ICML 2019

Election with Bribe-Effect Uncertainty: A Dichotomy Result IJCAI 2019

Weakly Submodular Maximization Beyond Cardinality Constraints: Does Randomization Help Greedy? ICML 2018

Projection-Free Online Optimization with Stochastic Gradient: From Convexity to Submodularity ICML 2018

Comparison Based Learning from Weak Oracles AISTATS 2018

Online Continuous Submodular Maximization AISTATS 2018

Interactive Submodular Bandit NIPS 2017

Clustering-Based Joint Feature Selection for Semantic Attribute Prediction IJCAI 2016

Estimating the Size of a Large Network and its Communities from a Random Sample NIPS 2016

Predicting Multiple Attributes via Relative Multi-task Learning CVPR 2014

Recognizing RGB Images by Learning from RGB-D Data CVPR 2014

Event Recognition in Videos by Learning from Heterogeneous Web Sources CVPR 2013

Co-reference via Pointing and Haptics in Multi-Modal Dialogues NAACL 2012

A Lucene and Maximum Entropy Model Based Hedge Detection System CONLL 2010