Publications (29)
Multi-Scale Manifold Alignment for Interpreting Large Language Models: A Unified Information-Geometric Framework
Yukun Zhang, Qi Dong
LacAIDes: Generative AI-Supported Creative Interactive Circuits Crafting to Enliven Traditional Lacquerware
Yaning Li, Yutong Chen, Yihan Hou +9
Pre/Absence: Prompting Cultural Awareness and Understanding for Lost Architectural Heritage in Virtual Reality
Yaning Li, Ke Zhao, Shucheng Zheng +8
Non-autoregressive Sequence-to-Sequence Vision-Language Models
Kunyu Shi, Qi Dong, Luis Goncalves +2
Unsupervised Deep Learning by Neighbourhood Discovery
Jiabo Huang, Qi Dong, Shaogang Gong +1
Time Varying Channel Tracking for Multi-UAV Wideband Communications with Beam Squint
Jianwei Zhao, Qi Dong, Yanjie Zhao +2
DocFormerv2: Local Features for Document Understanding
Srikar Appalaraju, Peng Tang, Qi Dong +3
Emergent Hierarchical Structure in Large Language Models: An Information-Theoretic Framework for Multi-Scale Representation
Yukin Zhang, Qi Dong, Kemu Xu
Latent Trajectory Dynamics in Large Language Models: A Manifold Evolution Framework with Empirical Validation
Yukun Zhang, Qi Dong, Mengkang Li
An Adaptive Primary User Emulation Attack Detection Mechanism for Cognitive Radio Networks
Qi Dong, Yu Chen, Xiaohua Li +1
Unveiling LLM Mechanisms Through Neural ODEs and Control Theory
Yukun Zhang, Qi Dong
Hierarchical Alignment: Surgical Fine-Tuning via Functional Layer Specialization in Large Language Models
Yukun Zhang, Qi Dong
Efficient Processing of k-regret Minimization Queries with Theoretical Guarantees
Jiping Zheng, Qi Dong, Xiaoyang Wang +3
Class Rectification Hard Mining for Imbalanced Deep Learning
Qi Dong, Shaogang Gong, Xiatian Zhu
The Amazon Nova Family of Models: Technical Report and Model Card
Amazon AGI, Aaron Langford, Aayush Shah +783
Constructing Trustworthy and Safe Communities on a Blockchain-Enabled Social Credits System
Ronghua Xu, Xuheng Lin, Qi Dong +1
Explore Recurrent Neural Network for PUE Attack Detection in Practical CRN Models
Qi Dong, Yu Chen, Xiaohua Li +1
Revenue vs. Welfare: A Comprehensive Analysis of Strategic Trade-offs in Online Food Delivery Systems
Yukun Zhang, Qi Dong
Short-Term Electricity-Load Forecasting by Deep Learning: A Comprehensive Survey
Qi Dong, Rubing Huang, Chenhui Cui +4
Single-Label Multi-Class Image Classification by Deep Logistic Regression
Qi Dong, Xiatian Zhu, Shaogang Gong
Exploring the Head Effect in Live Streaming Platforms: A Two-Sided Market and Welfare Analysis
Yukun Zhang, Qi Dong
A Survey on Simulation Tools and Testbeds for Cognitive Radio Networks Study
Qi Dong, Yu Chen, Xiaohua Li +1
Visual Relationship Detection Using Part-and-Sum Transformers with Composite Queries
Qi Dong, Zhuowen Tu, Haofu Liao +3
HF-VTON: High-Fidelity Virtual Try-On via Consistent Geometric and Semantic Alignment
Ming Meng, Qi Dong, Jiajie Li +5
Short-term electricity load forecasting with multi-frequency reconstruction diffusion
Qi Dong, Rubing Huang, Ling Zhou +3
Imbalanced Deep Learning by Minority Class Incremental Rectification
Qi Dong, Shaogang Gong, Xiatian Zhu
Multi-Task Curriculum Transfer Deep Learning of Clothing Attributes
Qi Dong, Shaogang Gong, Xiatian Zhu
Stateful Evidence-Driven Retrieval-Augmented Generation with Iterative Reasoning
Qi Dong, Ziheng Lin, Ning Ding
Adaptive dynamic programming-based adaptive-gain sliding mode tracking control for fixed-wing UAV with disturbances
Chaofan Zhang, Guoshan Zhang, Qi Dong