Publications (54)
BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering
Taolin Zhang, Dongyang Li, Qizhou Chen +2
Interpolation variable rate image compression
Zhenhong Sun, Zhiyu Tan, Xiuyu Sun +4
BrainFLORA: Uncovering Brain Concept Representation via Multimodal Neural Embeddings
Dongyang Li, Haoyang Qin, Mingyang Wu +2
Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion
Dongyang Li, Chen Wei, Shiying Li +3
Learning Action Manifold with Multi-view Latent Priors for Robotic Manipulation
Junjin Xiao, Dongyang Li, Yandan Yang +9
R4: Reinforced Retriever-Reorder-Responder for Retrieval-Augmented Large Language Models
Taolin Zhang, Dongyang Li, Qizhou Chen +5
Concept Based Continuous Prompts for Interpretable Text Classification
Qian Chen, Dongyang Li, Xiaofeng He
HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction
Dongyang Li, Taolin Zhang, Nan Hu +2
Aurora Guard: Real-Time Face Anti-Spoofing via Light Reflection
Yao Liu, Ying Tai, Jilin Li +6
RealisDance: Equip controllable character animation with realistic hands
Jingkai Zhou, Benzhi Wang, Weihua Chen +6
Learning Accurate Entropy Model with Global Reference for Image Compression
Yichen Qian, Zhiyu Tan, Xiuyu Sun +5
Does Long-Term Series Forecasting Need Complex Attention and Extra Long Inputs?
Daojun Liang, Haixia Zhang, Dongfeng Yuan +3
Re-laminarization of elastic turbulence
M. Vijay Kumar, Atul Varshney, Dongyang Li +1
ICGMM: CXL-enabled Memory Expansion with Intelligent Caching Using Gaussian Mixture Model
Hanqiu Chen, Yitu Wang, Luis Vitorio Cargnini +7
A Unified Framework for Modeling Heterogeneous Financial Data via Dual-Granularity Prompting
Yu Lei, Zixuan Wang, Yiqing Feng +5
Are classical deep neural networks weakly adversarially robust?
Nuolin Sun, Linyuan Wang, Dongyang Li +2
Image-based Insider Threat Detection via Geometric Transformation
Dongyang Li, Lin Yang, Hongguang Zhang +3
DSVM-UNet : Enhancing VM-UNet with Dual Self-distillation for Medical Image Segmentation
Renrong Shao, Dongyang Li, Dong Xia +4
Blockchain-Based Multi-Path Mobile Access Point Selection for Secure 5G VANETs
Zhiou Zhang, Weian Guo, Li Li +1
Increased resistance to photooxidation in Dion-Jacobson lead halide perovskites -- implication for perovskite device stability
Zhilin Ren, Juraj OvÄar, Tik Lun Leung +24
Efficient Mixture-of-Agents Serving via Tree-Structured Routing, Adaptive Pruning, and Dependency-Aware Prefill-Decode Overlap
Zijun Wang, Yijiahao Qi, Hanqiu Chen +5
Multi-Objective Communication Optimization for Temporal Continuity in Dynamic Vehicular Networks
Weian Guo, Wuzhao Li, Li Li +2
Multi-objective Optimal Roadside Units Deployment in Urban Vehicular Networks
Weian Guo, Zecheng Kang, Dongyang Li +2
Signal Adversarial Examples Generation for Signal Detection Network via White-Box Attack
Dongyang Li, Linyuan Wang, Guangwei Xiong +3
On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models
Dongyang Li, Junbing Yan, Taolin Zhang +5
Uncertainty-Guided Mutual Consistency Learning for Semi-Supervised Medical Image Segmentation
Yichi Zhang, Rushi Jiao, Qingcheng Liao +2
Variation in electron work function with temperature and its effect on the Young's modulus of metals
Reza Rahemi, Dongyang Li
VideoQA in the Era of LLMs: An Empirical Study
Junbin Xiao, Nanxin Huang, Hangyu Qin +8
RealMind: Advancing Visual Decoding and Language Interaction via EEG Signals
Dongyang Li, Haoyang Qin, Mingyang Wu +4
Adaptive Genetic Selection based Pinning Control with Asymmetric Coupling for Multi-Network Heterogeneous Vehicular Systems
Weian Guo, Ruizhi Sha, Li Li +2
DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language Models
Taolin Zhang, Qizhou Chen, Dongyang Li +5
Prediction Modeling and Analysis for Telecom Customer Churn in Two Months
Lingling Yang, Dongyang Li, Yao Lu
Scalable Multi-Objective Optimization for Robust Traffic Signal Control in Uncertain Environments
Weian Guo, Wuzhao Li, Zhiou Zhang +3
Decoding molecular distributional codes through collective instabilities
Mason N. Rouches, Dongyang Li, Michael B. Elowitz +1
Generic bond energy formalism within the modified quasichemical model for ternary solutions
Kun Wang, Dongyang Li, Xingli Zou +4
Random space-time sampling and reconstruction of sparse bandlimited graph diffusion field
Longxiu Huang, Dongyang Li, Sui Tang +1
AMATA: Adaptive Multi-Agent Trajectory Alignment for Knowledge-Intensive Question Answering
Taolin Zhang, Dongyang Li, Chen Chen +5
PE: A Poincare Explanation Method for Fast Text Hierarchy Generation
Qian Chen, Dongyang Li, Xiaofeng He +2
Spatiotemporal Entropy Model is All You Need for Learned Video Compression
Zhenhong Sun, Zhiyu Tan, Xiuyu Sun +4
Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning
Qizhou Chen, Taolin Zhang, Xiaofeng He +4
GeoGLUE: A GeoGraphic Language Understanding Evaluation Benchmark
Dongyang Li, Ruixue Ding, Qiang Zhang +8
MindPilot: Closed-loop Visual Stimulation Optimization for Brain Modulation with EEG-guided Diffusion
Dongyang Li, Kunpeng Xie, Mingyang Wu +5
KEHRL: Learning Knowledge-Enhanced Language Representations with Hierarchical Reinforcement Learning
Dongyang Li, Taolin Zhang, Longtao Huang +3
CIDR: A Cooperative Integrated Dynamic Refining Method for Minimal Feature Removal Problem
Qian Chen, Taolin Zhang, Dongyang Li +1
An Empirical Study of Multi-Agent Collaboration for Automated Research
Yang Shen, Zhenyi Yi, Ziyi Zhao +4
Transformers Can Implement Preconditioned Richardson Iteration for In-Context Gaussian Kernel Regression
Mingsong Yan, Dongyang Li, Charles Kulick +1
QueueEDIT: Structural Self-Correction for Sequential Model Editing in LLMs
Taolin Zhang, Haidong Kang, Dongyang Li +3
PHASOR: Anatomy- and Phase-Consistent Volumetric Diffusion for CT Virtual Contrast Enhancement
Zilong Li, Dongyang Li, Chenglong Ma +6
ChineseEEG-2: An EEG Dataset for Multimodal Semantic Alignment and Neural Decoding during Reading and Listening
Sitong Chen, Beiqianyi Li, Cuilin He +8
Enhancing Hyperspectral Images via Diffusion Model and Group-Autoencoder Super-resolution Network
Zhaoyang Wang, Dongyang Li, Mingyang Zhang +2
General Procedure to Provide High-Probability Guarantees for Stochastic Saddle Point Problems
Dongyang Li, Haobin Li, Junyu Zhang
UniPSDA: Unsupervised Pseudo Semantic Data Augmentation for Zero-Shot Cross-Lingual Natural Language Understanding
Dongyang Li, Taolin Zhang, Jiali Deng +4
TEON: Tensorized Orthonormalization Beyond Layer-Wise Muon for Large Language Model Pre-Training
Ruijie Zhang, Yequan Zhao, Ziyue Liu +5
Estimation of non-symmetric and unbounded region of attraction using shifted shape function and R-composition
Dongyang Li, Dmitry Ignatyev, Antonios Tsourdos +1