Analyzing the Mechanism of Attention Collapse in VGGT from a Dynamics Perspective

Huan Li, Longjun Luo, Yuling Shi +1

Highly efficient acousto-optic modulation using nonsuspended thin-film lithium niobate-chalcogenide hybrid waveguides

Lei Wan, Zhiqiang Yang, Wenfeng Zhou +9

Maximizing the Number of Spanning Trees in a Connected Graph

Huan Li, Stacy Patterson, Yuhao Yi +1

Flexible and tunable silicon photonic circuits on plastic substrates

Yu Chen, Huan Li, Mo Li

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

Xingyu Xie, Pan Zhou, Huan Li +2

Restarted Nonconvex Accelerated Gradient Descent: No More Polylogarithmic Factor in the $O(ε^{-7/4})$ Complexity

Huan Li, Zhouchen Lin

Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding

Jun Zhang, Jue Wang, Huan Li +4

BCEdge: SLO-Aware DNN Inference Services with Adaptive Batching on Edge Platforms

Ziyang Zhang, Huan Li, Yang Zhao +2

DQE: A Semantic-Aware Evaluation Metric for Time Series Anomaly Detection

Yuewei Li, Dalin Zhang, Huan Li +3

Sublinear Algorithms for Hierarchical Clustering

Arpit Agarwal, Sanjeev Khanna, Huan Li +1

BlueLM-2.5-3B Technical Report

Baojiao Xiong, Boheng Chen, Chengzhi Wang +58

Revisiting EXTRA for Smooth Distributed Optimization

Huan Li, Zhouchen Lin

Electromechanical Brillouin scattering in integrated optomechanical waveguides

Qiyu Liu, Huan Li, Mo Li

Synonymous Codon Usage Bias Overrides Phylogeny to Reflect Convergent Frond Architecture in a Rapidly Radiating Fern Family Thelypteridaceae

Kerui Huang, Wenyan Zhao, Huan Li +14

Optomechanical photon shuttling between photonic cavities

Huan Li, Mo Li

Valence transition in topological Kondo insulator

Jia-Tao Zhuang, Xiao-Jun Zheng, Zhi-Yong Wang +4

Hermitian Laplacians and a Cheeger inequality for the Max-2-Lin problem

Huan Li, He Sun, Luca Zanetti

A JWST/NIRSpec Integral Field Unit Survey of Luminous Quasars at z ~ 5-6 (Q-IFU): Rest-frame Optical Nuclear Properties and Extended Nebulae

Weizhe Liu, Xiaohui Fan, Huan Li +10

Effective model and electron correlations in trilayer nickelate superconductor La$_4$Ni$_3$O$_{10}$

Peng-Fei Tian, Hao-Tian Ma, Xing Ming +2

On the $O(\frac{\sqrt{d}}{T^{1/4}})$ Convergence Rate of RMSProp and Its Momentum Extension Measured by $\ell_1$ Norm

Huan Li, Yiming Dong, Zhouchen Lin

Switching of topological phase transition from semiconductor to ideal Weyl states in Cu$_2$SnSe$_3$ family of materials

Huan Li

Convergence Rate Analysis of SOAP with Arbitrary Orthogonal Projection Matrices

Huan Li, Zhouchen Lin

Efficient Inference for Large Vision-Language Models: Bottlenecks, Techniques, and Prospects

Jun Zhang, Yicheng Ji, Feiyang Ren +7

$\mathcal{Z}_2$ classification for a novel antiferromagnetic topological insulating phase in three-dimensional topological Kondo insulator

Huan Li, Yin Zhong, Yu Liu +2

Charge density wave instability and pressure-induced superconductivity in bulk 1T-NbS2

Wei Wang, Bosen Wang, Zhibin Gao +6

LightTR: A Lightweight Framework for Federated Trajectory Recovery

Ziqiao Liu, Hao Miao, Yan Zhao +3

Bridging the Information Gap: Semantic Densification and Hindsight Distillation for Cold-Start Prediction

Hao Duong Le, Yifei Gao, Huan Li +4

SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning

Yicheng Ji, Jun Zhang, Heming Xia +4

E2USD: Efficient-yet-effective Unsupervised State Detection for Multivariate Time Series

Zhichen Lai, Huan Li, Dalin Zhang +3

Spectral Subspace Sparsification

Huan Li, Aaron Schild

Time-VLM: Exploring Multimodal Vision-Language Models for Augmented Time Series Forecasting

Siru Zhong, Weilin Ruan, Ming Jin +3

Hierarchical Intent-guided Optimization with Pluggable LLM-Driven Semantics for Session-based Recommendation

Jinpeng Chen, Jianxiang He, Huan Li +5

Bridging Classification and Reconstruction: Cooperative Time Series Anomaly Detection

Qideng Tang, Dai Chaofan, Wubin Ma +5

TableCopilot: A Table Assistant Empowered by Natural Language Conditional Table Discovery

Lingxi Cui, Guanyu Jiang, Huan Li +3

Not All Data are Good Labels: On the Self-supervised Labeling for Time Series Forecasting

Yuxuan Yang, Dalin Zhang, Yuxuan Liang +3

Towards calibration-free Mach-Zehnder switches on silicon

Lijia Song, Tangnan Chen, Weixi Liu +6

Accelerated Alternating Direction Method of Multipliers: an Optimal $O(1/K)$ Nonergodic Analysis

Huan Li, Zhouchen Lin

CoIDO: Efficient Data Selection for Visual Instruction Tuning via Coupled Importance-Diversity Optimization

Yichen Yan, Ming Zhong, Qi Zhu +3

Data Imputation for Sparse Radio Maps in Indoor Positioning (Extended Version)

Xiao Li, Huan Li, Harry Kai-Ho Chan +2

ABot-3DWorld 0: A Universal World Model to Explore Any 3D Space

Mingchao Sun, Luyang Tang, Yu Liu +34

The paper introduces ABot-3DWorld 0, a multimodal system that converts text, images, or video into high‑fidelity, explorable 3D worlds using a compact spatial representation and pa…

On the Complexity Analysis of the Primal Solutions for the Accelerated Randomized Dual Coordinate Ascent

Huan Li, Zhouchen Lin

Hermitian matrices for clustering directed graphs: insights and applications

Mihai Cucuringu, Huan Li, He Sun +1

Convergence Rates Analysis of The Quadratic Penalty Method and Its Applications to Decentralized Distributed Optimization

Huan Li, Cong Fang, Zhouchen Lin

Provable Accelerated Gradient Method for Nonconvex Low Rank Optimization

Huan Li, Zhouchen Lin

Convergence Rate Analysis of LION

Yiming Dong, Huan Li, Zhouchen Lin

Bridging Pixels and Words: Mask-Aware Local Semantic Fusion for Multimodal Media Verification

Zizhao Chen, Ping Wei, Ziyang Ren +2

HybridKV: Hybrid KV Cache Compression for Efficient Multimodal Large Language Model Inference

Bowen Zeng, Feiyang Ren, Jun Zhang +4

Mixture of neural fields for heterogeneous reconstruction in cryo-EM

Axel Levy, Rishwanth Raghu, David Shustin +5

Modeling and Monitoring of Indoor Populations using Sparse Positioning Data (Extension)

Xiao Li, Huan Li, Hua Lu +1

STEP: Stepwise Curriculum Learning for Context-Knowledge Fusion in Conversational Recommendation

Zhenye Yang, Jinpeng Chen, Huan Li +6

Hybrid thin-film lithium niobate micro-ring acousto-optic modulator for microwave-to-optical conversion

Lei Wan, Jiying Huang, Meixun Wen +10

Node-line Dirac semimetal manipulated by Kondo mechanism in nonsymmorphic CePt$_2$Si$_2$

Hao-Tian Ma, Xing Ming, Xiao-Jun Zheng +4

DVFO: Learning-Based DVFS for Energy-Efficient Edge-Cloud Collaborative Inference

Ziyang Zhang, Yang Zhao, Huan Li +2

Phase evolution of the two-dimensional Kondo lattice model near half-filling

Huan Li, Yu Liu, Guangming Zhang +1

Maximum matchings in scale-free networks with identical degree distribution

Huan Li, Zhongzhi Zhang

Train Small, Infer Large: Memory-Efficient LoRA Training for Large Language Models

Jun Zhang, Jue Wang, Huan Li +6

Variance Reduced EXTRA and DIGing and Their Optimal Acceleration for Strongly Convex Decentralized Optimization

Huan Li, Zhouchen Lin, Yongchun Fang

VERA: Identifying and Leveraging Visual Evidence Retrieval Heads in Long-Context Understanding

Rongcan Pei, Huan Li, Fang Guo +1

Silicon photonic MEMS switches based on split waveguide crossings

Yinpeng Hu, Yi Sun, Ye Lu +4

Near-optimal Linear Sketches and Fully-Dynamic Algorithms for Hypergraph Spectral Sparsification

Sanjeev Khanna, Huan Li, Aaron Putterman

Strategies for Searching Video Content with Text Queries or Video Examples

Shoou-I Yu, Yi Yang, Zhongwen Xu +13

Forcing-KV: Hybrid KV Cache Compression for Efficient Autoregressive Video Diffusion Models

Yicheng Ji, Zhizhou Zhong, Jun Zhang +7

D-wave superconductivity induced by short-range antiferromagnetic correlations in the two-dimensional Kondo lattice model

Yu Liu, Huan Li, Guang-Ming Zhang +1

Optimization Algorithm Inspired Deep Neural Network Structure Design

Huan Li, Yibo Yang, Dongmin Chen +1

MovSemCL: Movement-Semantics Contrastive Learning for Trajectory Similarity (Extension)

Zhichen Lai, Hua Lu, Huan Li +2

Nonvolatile Silicon Photonic MEMS Switch Based on Centrally-Clamped Stepped Bistable Mechanical Beams

Qian Ma, Yinpeng Hu, Ye Lu +3

DeXOR: Enabling XOR in Decimal Space for Streaming Lossless Compression of Floating-point Data

Chuanyi Lv, Huan Li, Dingyu Yang +3

AnyTalker: Scaling Multi-Person Talking Video Generation with Interactivity Refinement

Zhizhou Zhong, Yicheng Ji, Zhe Kong +12

Resistance Distances in Directed Graphs: Definitions, Properties, and Applications

Mingzhe Zhu, Liwang Zhu, Huan Li +2

LATTEArena: An Evaluation Framework for LLM-powered Tabular Feature Engineering (Extended Version)

Ankai Hao, Ke Chen, Huan Li +1

KcMF: A Knowledge-compliant Framework for Schema and Entity Matching with Fine-tuning-free LLMs

Yongqin Xu, Huan Li, Ke Chen +1

Magnetic and topological transitions in three-dimensional topological Kondo insulator

Huan Li, Zhi-Yong Wang, Xiao-Jun Zheng +2

Carbon Layer Orientation and Closed-Pore Construction Achieving Ultra-Low Specific Surface Area Hard Carbon for High-Performance Na-ion Storage

Bowen Wang, Zihan Yang, Minghui Zhao +9

Acousto-optic modulation of a photonic crystal nanocavity with Lamb waves in microwave K band

Semere A. Tadesse, Huan Li, Qiyu Liu +1

Independence number and the number of maximum independent sets in pseudofractal scale-free web and Sierpiński gasket

Liren Shan, Huan Li, Zhongzhi Zhang

On Weighted Graph Sparsification by Linear Sketching

Yu Chen, Sanjeev Khanna, Huan Li

Structural transition, metallization and superconductivity in quasi 2D layered PdS$_2$ under compression

Wen Lei, Wei Wang, Xing Ming +5

Phase diagram of Kondo-Heisenberg model on honeycomb lattice with geometrical frustration

Huan Li, Hai-Feng Song, Yu Liu

Current Flow Group Closeness Centrality for Complex Networks

Huan Li, Richard Peng, Liren Shan +2

Anomalous behavior of trapping in extended dendrimers with a perfect trap

Zhongzhi Zhang, Huan Li, Yuhao Yi

Weyl nodes and Kondo interaction in noncentrosymmetric semimetals RGaGe (R=La, Ce and Pr) with long Fermi arcs

Huan Li

Parallel Approximate Maximum Flows in Near-Linear Work and Polylogarithmic Depth

Arpit Agarwal, Sanjeev Khanna, Huan Li +4

Correlated Dirac semimetal states in nonsymmorphic MIrO$_3$ (M=Sr, Ba and Ca)

Zhi-Ming Yang, Huan Li

Fast Proximal Linearized Alternating Direction Method of Multiplier with Parallel Splitting

Canyi Lu, Huan Li, Zhouchen Lin +1

RedParrot: Accelerating NL-to-DSL for Business Analytics via Query Semantic Caching

Tong Wang, Yongqin Xu, Jianfeng Zhang +6

On Regularity Lemma and Barriers in Streaming and Dynamic Matching

Sepehr Assadi, Soheil Behnezhad, Sanjeev Khanna +1

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare

Yihao Wang, Haoran Xu, Renjie Gu +10

CHASe: Client Heterogeneity-Aware Data Selection for Effective Federated Active Learning

Jun Zhang, Jue Wang, Huan Li +3

Linearized Alternating Direction Method with Parallel Splitting and Adaptive Penalty for Separable Convex Programs in Machine Learning

Zhouchen Lin, Risheng Liu, Huan Li

Optimized Projections for Compressed Sensing via Direct Mutual Coherence Minimization

Canyi Lu, Huan Li, Zhouchen Lin

Effects of reciprocity on random walks in weighted networks

Zhongzhi Zhang, Huan Li, Yibin Sheng

HMI: Hierarchical Knowledge Management for Efficient Multi-Tenant Inference in Pretrained Language Models

Jun Zhang, Jue Wang, Huan Li +6

Accelerated Gradient Tracking over Time-varying Graphs for Decentralized Optimization

Huan Li, Zhouchen Lin

An Efficient PTAS for Stochastic Load Balancing with Poisson Jobs

Anindya De, Sanjeev Khanna, Huan Li +1

Mutual Information Analysis for Factor Graph-based MIMO Iterative Detections through Error Functions

Huan Li, Jingxuan Huang, Zesong Fei

LISA: Language-guided Interference-aware Spatial-Frequency Attention for Driver Gaze Estimation

Jun Ma, Zhenye Yang, Ruichen Zhou +3

An End-to-End Model for Time Series Classification In the Presence of Missing Values

Pengshuai Yao, Mengna Liu, Xu Cheng +4

AlayaDB: The Data Foundation for Efficient and Effective Long-context LLM Inference

Yangshen Deng, Zhengxin You, Long Xiang +13

MeMix: Writing Less, Remembering More for Streaming 3D Reconstruction

Jiacheng Dong, Huan Li, Sicheng Zhou +3

Fast Outflow in the Host Galaxy of the Luminous z $=$ 7.5 Quasar J1007$+$2115

Weizhe Liu, Xiaohui Fan, Jinyi Yang +24