Control the GNN: Utilizing Neural Controller with Lyapunov Stability for Test-Time Feature Reconstruction

Jielong Yang, Rui Ding, Feng Ji +2

A Partially Observable Deep Multi-Agent Active Inference Framework for Resource Allocation in 6G and Beyond Wireless Communications Networks

Fuhui Zhou, Rui Ding, Qihui Wu +3

From Knowledge to Action: Outcomes of the 2025 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry

Aritra Roy, Kevin Shen, Andrew MacBride +350

Semantic Communication for Multi-Satellite Massive MIMO Transmission: A Mixture of Cooperative Modes Framework

Yafei Wang, Yuchen Zhang, Yiming Zhu +5

Toward Multi-Satellite Cooperative Transmission: A Joint Framework for CSI Acquisition, Feedback, and Phase Synchronization

Yiming Zhu, Yafei Wang, Carla Amatetti +5

Multi-Modal Decouple and Recouple Network for Robust 3D Object Detection

Rui Ding, Zhaonian Kuang, Yuzhe Ji +3

Relation Learning and Aggregate-attention for Multi-person Motion Prediction

Kehua Qu, Rui Ding, Jin Tang

Location-Based Timing Advance Estimation for 5G Integrated LEO Satellite Communications

Wenjin Wang, Tingting Chen, Rui Ding +3

Data-and-Semantic Dual-Driven Spectrum Map Construction for 6G Spectrum Management

Jiayu Liu, Fuhui Zhou, Xiaodong Liu +3

Semantically-Guided Inference for Conditional Diffusion Models: Enhancing Covariate Consistency in Time Series Forecasting

Rui Ding, Hanyang Meng, Zeyang Zhang +1

Technical Report on the CVPR 2026@AdvML Workshop Challenge

Tianyuan Zhang, Zonglei Jing, Jiangfan Liu +47

The paper reports on the CVPR 2026@AdvML Workshop Challenge, which evaluated adversarial attacks on multimodal vision‑language agents for autonomous driving using multi‑view visual…

Achieving Constant-Envelope Waveform in CP-OFDMA Framework

Yiming Zhu, Zhuhong Zhu, Xiaodong Xu +3

OpenHospital: A Thing-in-itself Arena for Evolving and Benchmarking LLM-based Collective Intelligence

Peigen Liu, Rui Ding, Yuren Mao +7

Generalization of RLVR Using Causal Reasoning as a Testbed

Brian Lu, Hongyu Zhao, Shuo Sun +3

Hierarchical Deep Research with Local-Web RAG: Toward Automated System-Level Materials Discovery

Rui Ding, Rodrigo Pires Ferreira, Yuxin Chen +1

A Unified and Fast Interpretable Model for Predictive Analytics

Yuanyuan Jiang, Rui Ding, Tianchi Qiao +3

Object-Scene-Camera Decomposition and Recomposition for Data-Efficient Monocular 3D Object Detection

Zhaonian Kuang, Rui Ding, Meng Yang +2

Finding $B_c(3S)$ States via Their Strong Decays

Rui Ding, Bing-Dong Wan, Zi-Qiang Chen +2

Multi-Satellite Multi-Stream Beamspace Massive MIMO Transmission

Yafei Wang, Yiming Zhu, Vu Nguyen Ha +4

Normalized solutions to a class of $(2,q)$-Laplacian equationsin the strongly sublinear regime

Rui Ding, Chao Ji, Patrizia Pucci

Test-Time Learning of Causal Structure from Interventional Data

Wei Chen, Rui Ding, Bojun Huang +5

A hybrid deep-learning approach for complex biochemical named entity recognition

Jian Liu, Lei Gao, Sujie Guo +6

CoIn3D: Revisiting Configuration-Invariant Multi-Camera 3D Object Detection

Zhaonian Kuang, Rui Ding, Haotian Wang +3

Enhancing Optical Performance of Liquid Crystal Lens Arrays via Electrode Design Optimization

Rui Ding, Li-Lan Tian, Yi Zheng +5

Increasing the density limit with ECRH-assisted Ohmic start-up on EAST

Jiaxing Liu, Ping Zhu, Dominique Franck Escande +16

Leveraging Data Mining, Active Learning, and Domain Adaptation in a Multi-Stage, Machine Learning-Driven Approach for the Efficient Discovery of Advanced Acidic Oxygen Evolution Electrocatalysts

Rui Ding, Jianguo Liu, Kang Hua +5

FRGNN: Mitigating the Impact of Distribution Shift on Graph Neural Networks via Test-Time Feature Reconstruction

Rui Ding, Jielong Yang, Feng Ji +2

Existence and multiplicity of normalized solutions for $(2,q)$-Laplacian equations with generic double-behaviour nonlinearities

Rui Ding, Chao Ji, Patrizia Pucci

Quasinormal modes and AdS/CFT correspondence of a rotating BTZ-like black hole in the Einstein-bumblebee gravity

Fangli Quan, Zhong-Wu Xia, Rui Ding +2

f-Betas and Portfolio Optimization with f-Divergence induced Risk Measures

Rui Ding

Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries

Xinyi He, Mengyu Zhou, Xinrun Xu +9

Agent-Kernel: A MicroKernel Multi-Agent System Framework for Adaptive Social Simulation Powered by LLMs

Yuren Mao, Peigen Liu, Xinjian Wang +11

RayD3D: Distilling Depth Knowledge Along the Ray for Robust Multi-View 3D Object Detection

Rui Ding, Zhaonian Kuang, Zongwei Zhou +3

Demonstration of InsightPilot: An LLM-Empowered Automated Data Exploration System

Pingchuan Ma, Rui Ding, Shuai Wang +2

Scalable Differentiable Causal Discovery in the Presence of Latent Confounders with Skeleton Posterior (Extended Version)

Pingchuan Ma, Rui Ding, Qiang Fu +4

UAV Cognitive Semantic Communications Enabled by Knowledge Graph for Robust Object Detection

Xi Song, Fuhui Zhou, Rui Ding +4

Radical-mediated Electrical Enzyme Assay For At-home Clinical Test

Hyun-June Jang, Hyou-Arm Joung, Xiaoao Shi +9

Global Profits, Local Decisions: Why Global Cooperation Falters in Multi-level Games

Jinhua Zhao, Xinguo Yu, Rui Ding +2

Statistical Depth Function Random Variables for Univariate Distributions and induced Divergences

Rui Ding

XInsight: eXplainable Data Analysis Through The Lens of Causality

Pingchuan Ma, Rui Ding, Shuai Wang +2

QuartDepth: Post-Training Quantization for Real-Time Depth Estimation on the Edge

Xuan Shen, Weize Ma, Jing Liu +9

UnityGraph: Unified Learning of Spatio-temporal features for Multi-person Motion Prediction

Kehua Qu, Rui Ding, Jin Tang

Data-and-Knowledge Dual-Driven Automatic Modulation Recognition for Wireless Communication Networks

Rui Ding, Hao Zhang, Fuhui Zhou +2

Nonreciprocal subdiffraction imaging with staggered gyromagnetic photonic crystals

Rui Ding, Tianshu Zhang, Jiarui Yu +4

CAST: Achieving Stable LLM-based Text Analysis for Data Analytics

Jinxiang Xie, Zihao Li, Wei He +3

Dynamically Augmented CVaR for MDPs

Eugene A. Feinberg, Rui Ding

Progressive Fine-to-Coarse Reconstruction for Accurate Low-Bit Post-Training Quantization in Vision Transformers

Rui Ding, Liang Yong, Sihuan Zhao +4

Separating Energy and Entropy Contributions to the Hexatic-Liquid Transitions in Two-Dimensional Repulsive Systems

Yan-Wei Li, Rui Ding, Wen-Hao Ma

Multibeam Satellite Communications with Energy Efficiency Optimization

Chenhao Qi, Yang Yang, Rui Ding +2

Enhancing Text Authenticity: A Novel Hybrid Approach for AI-Generated Text Detection

Ye Zhang, Qian Leng, Mengran Zhu +4

Test Time Training for Supervised Causal Learning

Zizhen Deng, Jiaru Zhang, Rui Ding +5

Graph Neural Network Predictions of Carbon 1s Binding Energies with Near-Experimental Accuracy

Adam E. A. Fouda, Joshua Zhou, Rodrigo Ferreira +10

Embodied Intelligent Spectrum Management: A New Paradigm for Dynamic Spectrum Access

Yihe Diao, Yuhang Wu, Hongtao Liang +5

Novel Online-Offline MA2C-DDPG for Efficient Spectrum Allocation and Trajectory Optimization in Dynamic Spectrum Sharing UAV Networks

Rui Ding, Fuhui Zhou, Yuben Qu +3

Joint Resource Optimization Over Licensed and Unlicensed Spectrum in Spectrum Sharing UAV Networks Against Jamming Attacks

Rui Ding, Fuhui Zhou, Yuhang Wu +2

Existence and multiplicity of normalized solutions for the generalized Kadomtsev-Petviashvili equation in ${\mathbb{R}}^2$

Claudianor O. Alves, Rui Ding, Chao Ji

ML4C: Seeing Causality Through Latent Vicinity

Haoyue Dai, Rui Ding, Yuanyuan Jiang +2

LRIP-Net: Low-Resolution Image Prior based Network for Limited-Angle CT Reconstruction

Qifeng Gao, Rui Ding, Linyuan Wang +2

Mind the Generative Details: Direct Localized Detail Preference Optimization for Video Diffusion Models

Zitong Huang, Kaidong Zhang, Yukang Ding +4

Kimi K3: Open Frontier Intelligence

Kimi Team, Tongtong Bai, Yifan Bai +398

Stationary scalar clouds around a rotating Kalb-Ramond BTZ black hole

Rui Ding, Fangli Quan, Zhong-Wu Xia +2

Curvature regularization for Non-line-of-sight Imaging from Under-sampled Data

Rui Ding, Juntian Ye, Qifeng Gao +2

Selective Transfer Learning of Cross-Modality Distillation for Monocular 3D Object Detection

Rui Ding, Meng Yang, Nanning Zheng

Learning Identifiable Structures Helps Avoid Bias in DNN-based Supervised Causal Learning

Jiaru Zhang, Rui Ding, Qiang Fu +6

The Eleventh NTIRE 2026 Efficient Super-Resolution Challenge Report

Bin Ren, Hang Guo, Yan Shu +60