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papers

Publications (157)

cs.CL2026

FinResearchBench II: A Deep Research Benchmark with Consensus-Derived Gold Rubrics for Distinguishing Financial Report Quality

Beidi Luan, Rui Sun, Sinuo Wang +5

The paper introduces a scalable pipeline that automatically creates and evaluates rubrics for assessing the quality of long-form financial reports generated by deep research agents…

#financial report generation#benchmarking#rubric evaluation#large language models
eess.IV2023

TEC-Net: Vision Transformer Embrace Convolutional Neural Networks for Medical Image Segmentation

Rui Sun, Tao Lei, Weichuan Zhang +3

cs.AI2026

From Knowing to Doing: A Memory-Controlled Benchmark for LLM Trading Agents on Stock Markets

Taojie Zhu, Wentao Zhao, Rui Sun +7

math.CO2025

The maximum number of cliques in disjoint copies of graphs

Zhipeng Gao, Ping Li, Changhong Lu +2

hep-th2014

T-duality, Non-geometry and Lie Algebroids in Heterotic Double Field Theory

Ralph Blumenhagen, Rui Sun

cs.DS2020

Online Learning and Optimization for Revenue Management Problems with Add-on Discounts

David Simchi-Levi, Rui Sun, Huanan Zhang

physics.comp-ph2016

Sediment Micromechanics in Sheet Flows Induced by Asymmetric Waves: A CFD-DEM Study

Rui Sun, Heng Xiao

cs.LG2025

Tracing the Heart's Pathways: ECG Representation Learning from a Cardiac Conduction Perspective

Tan Pan, Yixuan Sun, Chen Jiang +8

hep-th2023

String-scale Gauge Coupling Relations in the Supersymmetric Pati-Salam Models from Intersecting D6-branes

Tianjun Li, Rui Sun, Lina Wu

cs.CV2026

IdealGPT: Iteratively Decomposing Vision and Language Reasoning via Large Language Models

Haoxuan You, Rui Sun, Zhecan Wang +5

cs.CL2024

Modeling Unified Semantic Discourse Structure for High-quality Headline Generation

Minghui Xu, Hao Fei, Fei Li +4

cs.LG2025

Rehearsal-free Federated Domain-incremental Learning

Rui Sun, Haoran Duan, Jiahua Dong +3

eess.SY2021

Diagnosis of Intelligent Reflecting Surface in Millimeter-wave Communication Systems

Rui Sun, Weidong Wang, Li Chen +2

cs.LG2026

SoK: Blockchain-Based Decentralized AI (DeAI)

Elizabeth Lui, Rui Sun, Vatsal Shah +5

math.ST2025

Density estimation using the perceptron

Patrik Róbert Gerber, Tianze Jiang, Yury Polyanskiy +1

hep-th2022

U-duality and Courant Algebroid in Exceptional Field Theory

Rui Sun

cs.LG2025

Multi-Continental Healthcare Modelling Using Blockchain-Enabled Federated Learning

Rui Sun, Zhipeng Wang, Hengrui Zhang +5

cs.CV2018

Multi-view Point Cloud Registration with Adaptive Convergence Threshold and its Application on 3D Model Retrieval

Yaochen Li, Ying Liu, Rui Sun +3

cs.LG2026

GAUGE: Grading Agent-Built Financial Models Without a Golden Answer

Jiacheng Lu, Sinuo Wang, Wentao Zhao +12

math.CO2022

The maximal spectral radius of the uniform unicyclic hypergraph with perfect matchings

Rui Sun, Wen-Huan Wang, Zhen-Yu Ni

cs.IT2024

Precoder Design for Massive MIMO Downlink with Matrix Manifold Optimization

Rui Sun, Chen Wang, An-An Lu +2

cs.CV2018

S-Net: A Scalable Convolutional Neural Network for JPEG Compression Artifact Reduction

Bolun Zheng, Rui Sun, Xiang Tian +1

physics.atom-ph2017

Correlation, Breit and Quantum Electrodynamics effects on energy level and transition properties of W$^{54+}$ ion

XiaoBin Ding, Rui Sun, Fumihiro Koike +4

cs.CV2024

Semi-Supervised Crowd Counting from Unlabeled Data

Haoran Duan, Fan Wan, Rui Sun +6

cs.CV2026

Towards Robust Pseudo-Label Learning in Semantic Segmentation: An Encoding Perspective

Wangkai Li, Rui Sun, Zhaoyang Li +1

cs.AI2026

AgentsEval: Clinically Faithful Evaluation of Medical Imaging Reports via Multi-Agent Reasoning

Suzhong Fu, Jingqi Dong, Xuan Ding +4

hep-th2024

Self-mirror Large Volume Scenario with de Sitter

Rui Sun

cond-mat.mtrl-sci2025

Spin-to-charge conversion at KTaO3(111) interfaces

Athby H. Al-Tawhid, Rui Sun, Andrew H. Comstock +3

hep-th2016

The Flux-Scaling Scenario: De Sitter Uplift and Axion Inflation

Ralph Blumenhagen, Cesar Damian, Anamaria Font +2

hep-th2020

Generalized Supersymmetric Pati-Salam Models from Intersecting D6-branes

Tianjun Li, Adeel Mansha, Rui Sun

physics.flu-dyn2019

RANS Equations with Explicit Data-Driven Reynolds Stress Closure Can Be Ill-Conditioned

Jin-Long Wu, Heng Xiao, Rui Sun +1

math.CO2024

Spectral radius and the 2-power of Hamilton paths

Te Pi, Rui Sun, Long-Tu Yuan

eess.IV2023

CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image Segmentation

Tao Lei, Rui Sun, Xuan Wang +3

cond-mat.mtrl-sci2021

Anisotropic magnon-magnon coupling in synthetic antiferromagnets

Wei He, Z. K. Xie, Rui Sun +8

physics.comp-ph2016

Quantification of Uncertainties in Turbulence Modeling: A Comparison of Physics-Based and Random Matrix Theoretic Approaches

Jian-Xun Wang, Rui Sun, Heng Xiao

physics.atom-ph2020

Influence of Laser Intensity Fluctuation on Single-Cesium Atom Trapping Lifetime in a 1064-nm Microscopic Optical Tweezer

Rui Sun, Xin Wang, Kong Zhang +2

cs.CV2025

Towards Unsupervised Domain Bridging via Image Degradation in Semantic Segmentation

Wangkai Li, Rui Sun, Huayu Mai +1

econ.TH2026

State-Robust Nash Predictions In Population Games

Rui Sun, Junfei Guo

cs.RO2020

Optimal Path Planning for Automated Dimensional Inspection of Free-Form Surfaces

Yinhua Liu, Wenzheng Zhao, Rui Sun +1

physics.atom-ph2017

Measurement of magic-wavelength optical dipole trap by using the laser-induced fluorescence spectra of trapped single cesium atoms

Bei Liu, Gang Jin, Rui Sun +2

math.OC2022

Near-Optimal Primal-Dual Algorithms for Quantity-Based Network Revenue Management

Rui Sun, Xinshang Wang, Zijie Zhou

cs.GT2026

A Control Theoretic Approach to Decentralized AI Economy Stabilization via Dynamic Buyback-and-Burn Mechanisms

Zehua Cheng, Wei Dai, Zhipeng Wang +3

cond-mat.mes-hall2025

Magneto-optical spectroscopy based on pump-probe strobe light

Shihao Zhou, Yujie Zhu, Chunli Tang +12

eess.SP2025

Precoder Design for User-Centric Network Massive MIMO with Matrix Manifold Optimization

Rui Sun, Li You, An-An Lu +3

cs.CV2026

MSPCaps: A Multi-Scale Patchify Capsule Network with Cross-Agreement Routing for Visual Recognition

Yudong Hu, Yueju Han, Rui Sun +1

cs.CV2022

Find Someone Who: Visual Commonsense Understanding in Human-Centric Grounding

Haoxuan You, Rui Sun, Zhecan Wang +2

cs.AI2026

How Do Latent Reasoning Methods Perform Under Weak and Strong Supervision?

Yingqian Cui, Zhenwei Dai, Bing He +7

cs.CL2026

Memory as a Controlled Process: Learned Adaptive Memory Management for LLM Agents

Eric Hanchen Jiang, Zhi Zhang, Yuchen Wu +11

The paper introduces MemCon, a framework that treats memory operations of large language model agents as a controllable Markov Decision Process, learning adaptive policies for when…

#large language models#memory management#reinforcement learning#agentic learning
econ.TH2026

The Screening Cost of Liquidity

Rui Sun

cond-mat.mes-hall2026

Modulating Surface Acoustic Wave Generation through Superconductivity

Andrew Christy, Yuzan Xiong, Rui Sun +11

cs.CV2026

DA-Cal: Towards Cross-Domain Calibration in Semantic Segmentation

Wangkai Li, Rui Sun, Zhaoyang Li +2

physics.comp-ph2015

Diffusion-Based Coarse Graining in Hybrid Continuum-Discrete Solvers: Theoretical Formulation and A Priori Tests

Rui Sun, Heng Xiao

cond-mat.mtrl-sci2025

High thermal conductivity of rutile-GeO$_2$ films grown by MOCVD: $52.9~\mathrm{W\,m^{-1}\,K^{-1}}$

Imteaz Rahaman, Michael E. Liao, Ziqi Wang +10

cs.AI2025

Scaling Autonomous Agents via Automatic Reward Modeling And Planning

Zhenfang Chen, Delin Chen, Rui Sun +2

stat.ML2023

Kernel-Based Tests for Likelihood-Free Hypothesis Testing

Patrik Róbert Gerber, Tianze Jiang, Yury Polyanskiy +1

cond-mat.mtrl-sci2026

Coupled Ferroelectricity and Phonon Chirality

Xiang-Bin Han, Cong Yang, Rui Sun +10

cond-mat.soft2022

The Dynamics of a Highly Curved Membrane Revealed by All-atom Molecular Dynamics Simulation of a Full-scale Vesicle

Christopher Kang, Kazuumi Fujioka, Rui Sun

physics.flu-dyn2017

Study of sedimentation of non-cohesive particles via CFD-DEM simulations

Shan-Lin Xu, Rui Sun, Yuan-Qiang Cai +1

cs.CV2025

Balanced Learning for Domain Adaptive Semantic Segmentation

Wangkai Li, Rui Sun, Bohao Liao +2

cs.CV2024

From Sora What We Can See: A Survey of Text-to-Video Generation

Rui Sun, Yumin Zhang, Tejal Shah +6

hep-th2022

Four-Family ${\cal N}=1$ Supersymmetric Pati-Salam Models from Intersecting D6-Branes

Tianjun Li, Rui Sun, Chi Zhang

hep-th2022

The Final Model Building for the Supersymmetric Pati-Salam Models from Intersecting D6-Branes

Weikun He, Tianjun Li, Rui Sun +1

cs.LG2025

EpiLLM: Unlocking the Potential of Large Language Models in Epidemic Forecasting

Chenghua Gong, Rui Sun, Yuhao Zheng +4

cs.LG2025

Scaling Decentralized Learning with FLock

Zehua Cheng, Rui Sun, Jiahao Sun +1

hep-th2019

M5 branes and Theta Functions

Babak Haghighat, Rui Sun

q-bio.GN2016

Enhancing power of rare variant association test by Zoom-Focus Algorithm (ZFA) to locate optimal testing region

Maggie Haitian Wang, Haoyi Weng, Rui Sun +1

eess.SP2026

Credible Uncertainty Quantification under Noise and System Model Mismatch

Penggao Yan, Xingqun Zhan, Rui Sun +1

eess.SY2021

Blind Diagnosis for Millimeter-wave Large-scale Antenna Systems

Rui Sun, Weidong Wang, Li Chen +2

cs.CL2022

Exploiting Word Semantics to Enrich Character Representations of Chinese Pre-trained Models

Wenbiao Li, Rui Sun, Yunfang Wu

cs.LG2020

MetaAugment: Sample-Aware Data Augmentation Policy Learning

Fengwei Zhou, Jiawei Li, Chuanlong Xie +4

cs.SE2024

Reverse Chain: A Generic-Rule for LLMs to Master Multi-API Planning

Yinger Zhang, Hui Cai, Xeirui Song +3

astro-ph.IM2023

Perception of Misalignment States for Sky Survey Telescopes with the Digital Twin and the Deep Neural Networks

Miao Zhang, Peng Jia, Zhengyang Li +3

astro-ph.IM2023

PNet -- A Deep Learning Based Photometry and Astrometry Bayesian Framework

Rui Sun, Peng Jia, Yongyang Sun +3

cs.CV2026

UniFine: A Unified and Fine-grained Approach for Zero-shot Vision-Language Understanding

Rui Sun, Zhecan Wang, Haoxuan You +3

hep-th2025

Generalized Three-Family Supersymmetric Pati-Salam Models from Type IIA Intersecting D6-Branes

Tianjun Li, Qi Sun, Rui Sun +1

cs.CL2026

CalibratedRubric: Task-Adaptive Rubric Banks for Open-Ended LLM Evaluation

Mengting Chen, Yanshu Sun, Wanting Liang +5

cs.CL2025

Hunyuan-TurboS: Advancing Large Language Models through Mamba-Transformer Synergy and Adaptive Chain-of-Thought

Tencent Hunyuan Team, Ao Liu, Botong Zhou +248

eess.IV2025

D2SA: Dual-Stage Distribution and Slice Adaptation for Efficient Test-Time Adaptation in MRI Reconstruction

Lipei Zhang, Rui Sun, Zhongying Deng +3

cs.MA2026

TopoDIM: One-shot Topology Generation of Diverse Interaction Modes for Multi-Agent Systems

Rui Sun, Jie Ding, Chenghua Gong +5

cs.CV2026

Disco: Densely-overlapping Cell Instance Segmentation via Adjacency-aware Collaborative Coloring

Rui Sun, Yiwen Yang, Kaiyu Guo +8

cs.LG2025

Epi$^2$-Net: Advancing Epidemic Dynamics Forecasting with Physics-Inspired Neural Networks

Rui Sun, Chenghua Gong, Tianjun Gu +5

physics.flu-dyn2016

SediFoam: A general-purpose, open-source CFD-DEM solver for particle-laden flow with emphasis on sediment transport

Rui Sun, Heng Xiao

hep-th2026

The ${\cal N}=1$ supersymmetric Pati-Salam models with extra $SU(2)_{L_2/R_2}$ gauge symmetry from intersecting D6-branes

Haotian Huangfu, Tianjun Li, Qi Sun +1

cs.LG2023

Fair-CDA: Continuous and Directional Augmentation for Group Fairness

Rui Sun, Fengwei Zhou, Zhenhua Dong +6

cs.AI2026

Advancing Opinion Dynamics Modeling with Neural Diffusion-Convection-Reaction Equation

Chenghua Gong, Yihang Jiang, Hao Li +5

eess.SP2025

Cramér-Rao Bound for Direct Position Estimation in OFDM Based Cellular Systems

Sijia Li, Rui Sun, Bing Xu +1

cs.CV2020

EPI-based Oriented Relation Networks for Light Field Depth Estimation

Kunyuan Li, Jun Zhang, Rui Sun +2

cs.CL2026

Aligning Agentic World Models via Knowledgeable Experience Learning

Baochang Ren, Yunzhi Yao, Rui Sun +3

cs.CV2023

GENOME: GenerativE Neuro-symbOlic visual reasoning by growing and reusing ModulEs

Zhenfang Chen, Rui Sun, Wenjun Liu +2

hep-th2019

On Missing Bianchi Identities in Cohomology Formulation

Xin Gao, Pramod Shukla, Rui Sun

cs.IT2026

A Disguise-and-Squeeze PIR Scheme for the MDS-TPIR Setting and Beyond

Rui Sun, Ran Tao, Jingke Xu +1

cs.CV2024

Localization and Expansion: A Decoupled Framework for Point Cloud Few-shot Semantic Segmentation

Zhaoyang Li, Yuan Wang, Wangkai Li +2

hep-th2018

Symplectic formulation of the type IIA nongeometric scalar potential

Xin Gao, Pramod Shukla, Rui Sun

q-bio.QM2024

Enhancing Protein Predictive Models via Proteins Data Augmentation: A Benchmark and New Directions

Rui Sun, Lirong Wu, Haitao Lin +2

cs.SI2023

Exploring Downvoting in Blockchain-based Online Social Media Platforms

Rui Sun, Chao Li, Jingyu Liu +1

cs.LG2020

DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation

Haoyue Bai, Rui Sun, Lanqing Hong +5

cs.CL2024

Efficient Knowledge Infusion via KG-LLM Alignment

Zhouyu Jiang, Ling Zhong, Mengshu Sun +5

cs.CV2024

Exploring Reliable Matching with Phase Enhancement for Night-time Semantic Segmentation

Yuwen Pan, Rui Sun, Naisong Luo +2

econ.TH2026

Coarse Screening

Rui Sun, Yi Zhang

physics.flu-dyn2016

CFD-DEM Simulations of Current-Induced Dune Formation and Morphological Evolution

Rui Sun, Heng Xiao