Publications (136)
Randomness-Efficient Rumor Spreading
Zeyu Guo, He Sun
Hybrid Contrastive Learning with Cluster Ensemble for Unsupervised Person Re-identification
He Sun, Mingkun Li, Chun-Guang Li
Optimized Rate-Profiling for PAC Codes
He Sun, Emanuele Viterbo, Rongke Liu
Neural Born Series Operator for Biomedical Ultrasound Computed Tomography
Zhijun Zeng, Yihang Zheng, Youjia Zheng +3
Spectral Toolkit of Algorithms for Graphs: Technical Report (1)
Peter Macgregor, He Sun
Giant tunneling magnetoresistance in FeCrSi/FeTiSi/FeCrSi magnetic tunnel junction
He Sun, Zhuang Qu, Liwei Jiang +1
Can we measure the impact of a database?
Peter Buneman, Dennis Dosso, Matteo Lissandrini +2
Data-driven subspace predictive control of adaptive optics for high-contrast imaging
Sebastiaan Y. Haffert, Jared R. Males, Laird M. Close +11
SFedKD: Sequential Federated Learning with Discrepancy-Aware Multi-Teacher Knowledge Distillation
Haotian Xu, Jinrui Zhou, Xichong Zhang +3
Deterministic Polynomial-Time Algorithms for Designing Short DNA Words
Ming-Yang Kao, Henry C. M. Leung, He Sun +1
CooperLLM: Cloud-Edge-End Cooperative Federated Fine-tuning for LLMs via ZOO-based Gradient Correction
He Sun, Jinrui Zhou, Li Li +1
Vector Linking via Cross-Model Local Isometric Consistency
Ziying Chen, Yang Cao, He Sun +2
Tight Bounds for Randomized Load Balancing on Arbitrary Network Topologies
Thomas Sauerwald, He Sun
ChatCFD: An LLM-Driven Agent for End-to-End CFD Automation with Structured Knowledge and Reasoning
E Fan, Kang Hu, Zhuowen Wu +6
Revive, Restore, Revitalize: An Eco-economic Methodology for Maasai Mara
Yipeng Xu, He Sun, Junfeng Zhu
Hermitian Laplacians and a Cheeger inequality for the Max-2-Lin problem
Huan Li, He Sun, Luca Zanetti
Hierarchical Clustering: -Approximation for Well-Clustered Graphs
Bogdan-Adrian Manghiuc, He Sun
Seed-Prover: Deep and Broad Reasoning for Automated Theorem Proving
Luoxin Chen, Jinming Gu, Liankai Huang +33
Generative neural physics enables quantitative volumetric ultrasound of tissue mechanics
Zhijun Zeng, Youjia Zheng, Chang Su +12
Image Reconstruction without Explicit Priors
Angela F. Gao, Oscar Leong, He Sun +1
From Orbit to Ground: Generative City Photogrammetry from Extreme Off-Nadir Satellite Images
Fei Yu, Yu Liu, Luyang Tang +10
Local Algorithms for Finding Densely Connected Clusters
Peter Macgregor, He Sun
Decision-Aware Conditional GANs for Time Series Data
He Sun, Zhun Deng, Hui Chen +1
A Tighter Analysis of Spectral Clustering, and Beyond
Peter Macgregor, He Sun
High-Contrast Integral Field Spectrograph (HCIFS): multi-spectral wavefront control and reduced-dimensional system identification
He Sun, Alexei Goun, Susan Redmond +4
Giant magnetocaloric effect at low fields in triangular-lattice NdMgAlO
Yantao Cao, He Sun, Zhendong Fu +6
The paper studies NdMgAl₁₁O₁₉, a triangular‑lattice rare‑earth magnet that exhibits a quantum‑spin‑liquid‑like ground state and demonstrates a large magnetocaloric effect at low ma…
Polynomial-Time Algorithms for Weaver's Discrepancy Problem in a Dense Regime
Ben Jourdan, Peter Macgregor, He Sun
Recovering a Molecule's 3D Dynamics from Liquid-phase Electron Microscopy Movies
Enze Ye, Yuhang Wang, Hong Zhang +3
Research on the impact of asteroid mining on global equity
He Sun, Junfeng Zhu, Yipeng Xu
OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography
Zhijun Zeng, Youjia Zheng, Hao Hu +8
Discovering Structure From Corruption for Unsupervised Image Reconstruction
Oscar Leong, Angela F. Gao, He Sun +1
Counting Hypergraphs in Data Streams
He Sun
Let Language Constrain Geometry: Vision-Language Models as Semantic and Spatial Critics for 3D Generation
Weimin Bai, Yubo Li, Weijian Luo +4
Dynamic Similarity Graph Construction with Kernel Density Estimation
Steinar Laenen, Peter Macgregor, He Sun
Distributed Graph Clustering and Sparsification
He Sun, Luca Zanetti
Pose-Free 3D Quantitative Phase Imaging of Flowing Cellular Populations
Enze Ye, Wei Lin, Shaochi Ren +5
Dynamics and geometry of the inner sub-parsec-scale jet in 3C 279 observed with the Event Horizon Telescope
Hendrik Mueller, Sebastiano D. von Fellenberg, Ai-Ling Zeng +275
Hermitian matrices for clustering directed graphs: insights and applications
Mihai Cucuringu, Huan Li, He Sun +1
Rubrics as an Attack Surface: Stealthy Preference Drift in LLM Judges
Ruomeng Ding, Yifei Pang, He Sun +3
User Power Measurement Based IRS Channel Estimation via Single-Layer Neural Network
He Sun, Weidong Mei, Lipeng Zhu +1
Joint Antenna Positioning and Beamforming for Movable Antenna Array Aided Ground Station in Low-Earth Orbit Satellite Communication
Jinming Wang, Lipeng Zhu, Shuai Han +2
PETS: A Principled Framework Towards Optimal Trajectory Allocation for Efficient Test-Time Self-Consistency
Zhangyi Liu, Huaizhi Qu, Xiaowei Yin +4
Constructing Linear-Sized Spectral Sparsification in Almost-Linear Time
Yin Tat Lee, He Sun
Channel Gain Map Reconstruction Based on Virtual Scatterer Model
He Sun, Lipeng Zhu, Jie Xu +1
Power Measurement Based Channel Estimation for IRS-Enhanced Wireless Coverage
He Sun, Lipeng Zhu, Weidong Mei +1
An Expectation-Maximization Algorithm for Training Clean Diffusion Models from Corrupted Observations
Weimin Bai, Yifei Wang, Wenzheng Chen +1
AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers
Zijie Lin, Yiqing Shen, Qilin Cai +3
The Variability of the Black-Hole Image in M87 at the Dynamical Time Scale
Kaushik Satapathy, Dimitrios Psaltis, Feryal Ozel +235
Learning a Probabilistic Strategy for Computational Imaging Sensor Selection
He Sun, Adrian V. Dalca, Katherine L. Bouman
Geometric Pricing: How Low Dimensionality Helps in Approximability
Parinya Chalermsook, Khaled Elbassioni, Danupon Nanongkai +1
SingaKids: A Multilingual Multimodal Dialogic Tutor for Language Learning
Zhengyuan Liu, Geyu Lin, Hui Li Tan +8
Reinforcement Learning with Stepwise Fairness Constraints
Zhun Deng, He Sun, Zhiwei Steven Wu +2
Constraints on black-hole charges with the 2017 EHT observations of M87*
Prashant Kocherlakota, Luciano Rezzolla, Heino Falcke +234
Low Complexity Successive Cancellation Decoding of Polar Codes based on Pruning Strategy in Deletion Error Channels
He Sun, Rongke Liu, Bin Dai
A Pragmatic VLA Foundation Model
Wei Wu, Fan Lu, Yunnan Wang +22
A Survey on Federated Fine-tuning of Large Language Models
Yebo Wu, Chunlin Tian, Jingguang Li +8
Advanced wavefront sensing and control demonstration with MagAO-X
Sebastiaan Y. Haffert, Jared R. Males, Kyle Van Gorkom +13
Event Horizon Telescope observations of the jet launching and collimation in Centaurus A
Michael Janssen, Heino Falcke, Matthias Kadler +236
Locating the missing large-scale emission in the jet of M87* with short EHT baselines
Boris Georgiev, Paul Tiede, Sebastiano D. von Fellenberg +280
Unbiased Diffusion Variational Inversion via Principled Posterior Matching
Weimin Bai, Yuxuan Gu, Yifei Wang +2
Filamentary structures as the origin of blazar jet radio variability
Antonio Fuentes, José L. Gómez, José M. Martà +22
Ring Asymmetry and Spin in M87*
Vadim Bernshteyn, Nicholas S. Conroy, Michi Bauböck +263
FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation
Siyi Chen, Yixuan Jia, Qing Qu +2
Dive3D: Diverse Distillation-based Text-to-3D Generation via Score Implicit Matching
Weimin Bai, Yubo Li, Wenzheng Chen +2
Blind Inversion using Latent Diffusion Priors
Weimin Bai, Siyi Chen, Wenzheng Chen +1
Vision-Language Models as Differentiable Semantic and Spatial Rewards for Text-to-3D Generation
Weimin Bai, Yubo Li, Weijian Luo +2
Balls into Bins via Local Search
Paul Bogdan, Thomas Sauerwald, Alexandre Stauffer +1
TensorHub: Scalable and Elastic Weight Transfer for LLM RL Training
Chenhao Ye, Huaizheng Zhang, Mingcong Han +11
Reconstructing Satellites in 3D from Amateur Telescope Images
Zhiming Chang, Boyang Liu, Yifei Xia +3
Broadband multiwavelength properties of the archetypal blazar 3C 279 during the 2017 Event Horizon Telescope campaign
G. Principe, J. C. Algaba, E. Aviano +529
HillInfer: Efficient Long-Context LLM Inference on the Edge with Hierarchical KV Eviction using SmartSSD
He Sun, Shinan Liu, Li Li +1
A Survey on Reconfigurable and Movable Antennas for Wireless Communications and Sensing
Wenyan Ma, Lipeng Zhu, Yanhua Tan +10
Fully-Dynamic Graph Sparsifiers Against an Adaptive Adversary
Aaron Bernstein, Jan van den Brand, Maximilian Probst Gutenberg +4
Online Sparsification of Bipartite-Like Clusters in Graphs
Joyentanuj Das, Suranjan De, He Sun
Higher-Order Spectral Clustering of Directed Graphs
Steinar Laenen, He Sun
Multiuser Communications Aided by Cross-Linked Movable Antenna Array: Architecture and Optimization
Lipeng Zhu, He Sun, Wenyan Ma +2
Breaking the Boundaries of Long-Context LLM Inference: Adaptive KV Management on a Single Commodity GPU
He Sun, Li Li, Mingjun Xiao +1
Distributed Graph Clustering by Load Balancing
He Sun, Luca Zanetti
Nondestructive Quality Control in Powder Metallurgy using Hyperspectral Imaging
Yijun Yan, Jinchang Ren, He Sun
alpha-Deep Probabilistic Inference (alpha-DPI): efficient uncertainty quantification from exoplanet astrometry to black hole feature extraction
He Sun, Katherine L. Bouman, Paul Tiede +3
End-to-End Sequential Sampling and Reconstruction for MRI
Tianwei Yin, Zihui Wu, He Sun +3
Learning Spatial-Spectral Prior for Super-Resolution of Hyperspectral Imagery
Junjun Jiang, He Sun, Xianming Liu +1
Power-Measurement-Based Channel Autocorrelation Estimation for IRS-Assisted Wideband Communications
He Sun, Lipeng Zhu, Weidong Mei +1
A Survey of Operating System Kernel Fuzzing
Jiacheng Xu, He Sun, Shihao Jiang +8
Dynamic Spectral Clustering with Provable Approximation Guarantee
Steinar Laenen, He Sun
Time-variable Scattered Light in Herbig Disks Observed with Subaru/SCExAO
Camryn Mullin, Miles Lucas, Ruobing Dong +12
Hyperspectral Image Cross-Domain Object Detection Method based on Spectral-Spatial Feature Alignment
Hongqi Zhang, He Sun, Hongmin Gao +4
Integrating Amortized Inference with Diffusion Models for Learning Clean Distribution from Corrupted Images
Yifei Wang, Weimin Bai, Weijian Luo +2
Communication-Optimal Distributed Clustering
Jiecao Chen, He Sun, David P. Woodruff +1
Tracing the hot spot motion using the next generation Event Horizon Telescope (ngEHT)
Razieh Emami, Paul Tiede, Sheperd S. Doeleman +19
Partitioning Well-Clustered Graphs: Spectral Clustering Works!
Richard Peng, He Sun, Luca Zanetti
InstantViR: Real-Time Video Inverse Problem Solver with Distilled Diffusion Prior
Weimin Bai, Suzhe Xu, Yiwei Ren +4
Agent-Assisted Side-Channel Attacks on Non-Prefix KV Cache in RAG
He Sun, Shinan Liu, Siyuan Ma +3
RSRP Measurement Based Channel Autocorrelation Estimation for IRS-Aided Wideband Communication
He Sun, Lipeng Zhu, Weidong Mei +1
Spectral Toolkit of Algorithms for Graphs: Technical Report (2)
Peter Macgregor, He Sun
Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging
Siyi Chen, Jiahe Ying, Yixuan Jia +9
Probing jet base emission of M87* with the 2021 Event Horizon Telescope observations
Saurabh, Hendrik Müller, Sebastiano D. von Fellenberg +282
Origin of the ring ellipticity in the black hole images of M87*
Rohan Dahale, Ilje Cho, Kotaro Moriyama +273
Learning Diffusion Model from Noisy Measurement using Principled Expectation-Maximization Method
Weimin Bai, Weiheng Tang, Enze Ye +3
Balls into bins via local search: cover time and maximum load
Karl Bringmann, Thomas Sauerwald, Alexandre Stauffer +1