Publications (22)
LLM-Driven Completeness and Consistency Evaluation for Cultural Heritage Data Augmentation in Cross-Modal Retrieval
Jian Zhang, Junyi Guo, Junyi Yuan +5
LatentGym: A Testbed For Cross-Task Experiential Learning With Controllable Latent Structure
Daksh Mittal, Tommaso Castellani, Thomson Yen +7
Decentralized Vehicle Coordination: The Berkeley DeepDrive Drone Dataset and Consensus-Based Models
Fangyu Wu, Dequan Wang, Minjune Hwang +6
Enhancing Exchange Rate Forecasting with Explainable Deep Learning Models
Shuchen Meng, Andi Chen, Chihang Wang +5
Image Captioning Based on a Hierarchical Attention Mechanism and Policy Gradient Optimization
Shiyang Yan, Yuan Xie, Fangyu Wu +3
Agents' Last Exam
Yiyou Sun, Xinyang Han, Weichen Zhang +306
Dissipation of stop-and-go waves via control of autonomous vehicles: Field experiments
Raphael E. Stern, Shumo Cui, Maria Laura Delle Monache +11
Composing MPC with LQR and Neural Network for Amortized Efficiency and Stable Control
Fangyu Wu, Guanhua Wang, Siyuan Zhuang +4
FruitNinja: 3D Object Interior Texture Generation with Gaussian Splatting
Fangyu Wu, Yuhao Chen
Interactive World Simulator for Robot Policy Training and Evaluation
Yixuan Wang, Rhythm Syed, Fangyu Wu +7
Hubness Reduction with Dual Bank Sinkhorn Normalization for Cross-Modal Retrieval
Zhengxin Pan, Haishuai Wang, Fangyu Wu +2
Traffic Control via Connected and Automated Vehicles: An Open-Road Field Experiment with 100 CAVs
Jonathan W. Lee, Han Wang, Kathy Jang +61
Better Sampling, towards Better End-to-end Small Object Detection
Zile Huang, Chong Zhang, Mingyu Jin +3
A Hierarchical MPC Approach to Car-Following via Linearly Constrained Quadratic Programming
Fangyu Wu, Alexandre Bayen
EditGarment: An Instruction-Based Garment Editing Dataset Constructed with Automated MLLM Synthesis and Semantic-Aware Evaluation
Deqiang Yin, Junyi Guo, Huanda Lu +2
Efficient and Stealthy Jailbreak Attacks via Adversarial Prompt Distillation from LLMs to SLMs
Xiang Li, Chong Zhang, Jia Wang +3
Learning Image-Text Matching with Optimal Partial Transport
Zhengxin Pan, Haishuai Wang, Fangyu Wu +3
Multi-task Prompt Words Learning for Social Media Content Generation
Haochen Xue, Chong Zhang, Chengzhi Liu +2
HiGarment: Cross-modal Harmony Based Diffusion Model for Flat Sketch to Realistic Garment Image
Junyi Guo, Jingxuan Zhang, Fangyu Wu +5
Towards Cross-modal Retrieval in Chinese Cultural Heritage Documents: Dataset and Solution
Junyi Yuan, Jian Zhang, Fangyu Wu +3
Enhanced Textual Feature Extraction for Visual Question Answering: A Simple Convolutional Approach
Zhilin Zhang, Fangyu Wu
SegDebias: Test-Time Bias Mitigation for ViT-Based CLIP via Segmentation
Fangyu Wu, Yujun Cai