Articles by Aojun Zhou

RLOMM: An Efficient and Robust Online Map Matching Framework with Reinforcement Learning

4 days ago by Minxiao Chen and others

Machine Learning, Databases

AutoRedTeamer: Autonomous Red Teaming with Lifelong Attack Integration

5 days ago by Andy Zhou and others

Cryptography and Security, Artificial Intelligence

MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models

6 days ago by Chejian Xu and others

Sepsyn-OLCP: An Online Learning-based Framework for Early Sepsis Prediction with Uncertainty Quantification using Conformal Prediction

6 days ago by Anni Zhou and others

Compositional Subspace Representation Fine-tuning for Adaptive Large Language Models

16 March 2025 by Andy Zhou

Siege: Autonomous Multi-Turn Jailbreaking of Large Language Models with Tree Search

16 March 2025 by Andy Zhou

Artificial Intelligence, Computation and Language

GenieBlue: Integrating both Linguistic and Multimodal Capabilities for Large Language Models on Mobile Devices

8 March 2025 by Xudong Lu and others

Computation and Language, Computer Vision and Pattern Recognition

EdgeMoE: Empowering Sparse Large Language Models on Mobile Devices

7 March 2025 by Rongjie Yi and others

The Role of Visual Modality in Multimodal Mathematical Reasoning: Challenges and Insights

6 March 2025 by Yufang Liu and others

Computer Vision and Pattern Recognition, Artificial Intelligence

SycEval: Evaluating LLM Sycophancy

6 March 2025 by Aaron Fanous and others at

Stanford University

Artificial Intelligence

ThinK: Thinner Key Cache by Query-Driven Pruning

27 February 2025 by Yuhui Xu and others at

Chinese University of Hong Kong

Echo: A Large Language Model with Temporal Episodic Memory

22 February 2025 by Wentao Liu and others

When Homogeneous Systems Meet Dissipation and Disorder

17 February 2025 by Xixi Feng and others

Disordered Systems and Neural Networks

Enhancing Traffic Safety Analysis with Digital Twin Technology: Integrating Vehicle Dynamics and Environmental Factors into Microscopic Traffic Simulation

13 February 2025 by Guanhao Xu and others

Systems and Control, Optimization and Control

MRAnnotator: multi-Anatomy and many-Sequence MRI segmentation of 44 structures

11 February 2025 by Alexander Zhou and others at

Icahn School of Medicine at Mount Sinai

Image and Video Processing, Computer Vision and Pattern Recognition

Tamper-Resistant Safeguards for Open-Weight LLMs

10 February 2025 by Rishub Tamirisa and others

LLM-KT: Aligning Large Language Models with Knowledge Tracing using a Plug-and-Play Instruction

5 February 2025 by Ziwei Wang and others

Above the energy gap law: Heavy chalcogenide substitution in NIR II-emissive diradicaloid qubits

31 January 2025 by Lauren Mcnamara and others at

University of Chicago

Physical Chemistry, Inorganic Chemistry

Context-aware Diversity Enhancement for Neural Multi-Objective Combinatorial Optimization

26 January 2025 by Yongfan Lu and others

Numerical Analysis of the Parallel Orbital-Updating Approach for Eigenvalue Problems

24 January 2025 by Xiaoying Dai and others

Numerical Analysis

VIS-MAE: An Efficient Self-supervised Learning Approach on Medical Image Segmentation and Classification

17 January 2025 by Zelong Liu and others at

Icahn School of Medicine at Mount Sinai

Image and Video Processing, Computer Vision and Pattern Recognition

Chimera: Improving Generalist Model with Domain-Specific Experts

10 January 2025 by Tianshuo Peng and others

Computer Vision and Pattern Recognition

Radius estimates for nearly stable H-hypersurfaces of dimension 2, 3, and 4

5 January 2025 by Giuseppe Tinaglia and Alex Zhou

Differential Geometry

Revisiting Graph Neural Networks on Graph-level Tasks: Comprehensive Experiments, Analysis, and Improvements

1 January 2025 by Haoyang Li and others

Mathematical Language Models: A Survey

1 January 2025 by Wentao Liu and others

Computation and Language

A Paragraph is All It Takes: Rich Robot Behaviors from Interacting, Trusted LLMs

24 December 2024 by Openmind and others

Robotics, Artificial Intelligence

EasyTime: Time Series Forecasting Made Easy

23 December 2024 by Xiangfei Qiu and others

Batch Selection for Multi-Label Classification Guided by Uncertainty and Dynamic Label Correlations

21 December 2024 by Ao Zhou and others

Predicting Change, Not States: An Alternate Framework for Neural PDE Surrogates

17 December 2024 by Anthony Zhou and Amir Barati Farimani