Linfeng Zhang

Dissecting Role Cognition in Medical LLMs via Neuronal Ablation.

[BibT_eX]

[DOI]

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CoRR, October, 2025

Mixing Importance with Diversity: Joint Optimization for KV Cache Compression in Large Vision-Language Models.

[BibT_eX]

[DOI]

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CoRR, October, 2025

A Survey on Cache Methods in Diffusion Models: Toward Efficient Multi-Modal Generation.

[BibT_eX]

[DOI]

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CoRR, October, 2025

FreqCa: Accelerating Diffusion Models via Frequency-Aware Caching.

[BibT_eX]

[DOI]

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CoRR, October, 2025

AudioMarathon: A Comprehensive Benchmark for Long-Context Audio Understanding and Efficiency in Audio LLMs.

[BibT_eX]

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CoRR, October, 2025

LMM-Incentive: Large Multimodal Model-based Incentive Design for User-Generated Content in Web 3.0.

[BibT_eX]

[DOI]

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CoRR, October, 2025

MASC: Boosting Autoregressive Image Generation with a Manifold-Aligned Semantic Clustering.

[BibT_eX]

[DOI]

Lixuan He

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Shikang Zheng

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Linfeng Zhang

CoRR, October, 2025

Let Features Decide Their Own Solvers: Hybrid Feature Caching for Diffusion Transformers.

[BibT_eX]

[DOI]

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CoRR, October, 2025

Towards Self-Evolving Benchmarks: Synthesizing Agent Trajectories via Test-Time Exploration under Validate-by-Reproduce Paradigm.

[BibT_eX]

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CoRR, October, 2025

Your Agent May Misevolve: Emergent Risks in Self-evolving LLM Agents.

[BibT_eX]

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CoRR, September, 2025

Socratic-Zero : Bootstrapping Reasoning via Data-Free Agent Co-evolution.

[BibT_eX]

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CoRR, September, 2025

How LLMs Learn to Reason: A Complex Network Perspective.

[BibT_eX]

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CoRR, September, 2025

Follow-Your-Emoji-Faster: Towards Efficient, Fine-Controllable, and Expressive Freestyle Portrait Animation.

[BibT_eX]

[DOI]

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CoRR, September, 2025

SpeCa: Accelerating Diffusion Transformers with Speculative Feature Caching.

[BibT_eX]

[DOI]

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CoRR, September, 2025

Compute Only 16 Tokens in One Timestep: Accelerating Diffusion Transformers with Cluster-Driven Feature Caching.

[BibT_eX]

[DOI]

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CoRR, September, 2025

GraphKV: Breaking the Static Selection Paradigm with Graph-Based KV Cache Eviction.

[BibT_eX]

[DOI]

Xuelin Li

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Xiangqi Jin

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Linfeng Zhang

CoRR, September, 2025

SageLM: A Multi-aspect and Explainable Large Language Model for Speech Judgement.

[BibT_eX]

[DOI]

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CoRR, August, 2025

HiCache: Training-free Acceleration of Diffusion Models via Hermite Polynomial-based Feature Caching.

[BibT_eX]

[DOI]

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CoRR, August, 2025

Forecast then Calibrate: Feature Caching as ODE for Efficient Diffusion Transformers.

[BibT_eX]

[DOI]

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CoRR, August, 2025

Prune2Drive: A Plug-and-Play Framework for Accelerating Vision-Language Models in Autonomous Driving.

[BibT_eX]

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CoRR, August, 2025

EVCtrl: Efficient Control Adapter for Visual Generation.

[BibT_eX]

[DOI]

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CoRR, August, 2025

Follow-Your-Shape: Shape-Aware Image Editing via Trajectory-Guided Region Control.

[BibT_eX]

[DOI]

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CoRR, August, 2025

Controllable Video Generation: A Survey.

[BibT_eX]

[DOI]

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CoRR, July, 2025

OpenBreastUS: Benchmarking Neural Operators for Wave Imaging Using Breast Ultrasound Computed Tomography.

[BibT_eX]

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CoRR, July, 2025

The Devil behind the mask: An emergent safety vulnerability of Diffusion LLMs.

[BibT_eX]

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CoRR, July, 2025

Entity-Specific Cyber Risk Assessment using InsurTech Empowered Risk Factors.

[BibT_eX]

[DOI]

Jiayi Guo

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Zhiyu Quan

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Linfeng Zhang

CoRR, July, 2025

Accelerating Diffusion Large Language Models with SlowFast Sampling: The Three Golden Principles.

[BibT_eX]

[DOI]

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CoRR, June, 2025

SkipVAR: Accelerating Visual Autoregressive Modeling via Adaptive Frequency-Aware Skipping.

[BibT_eX]

[DOI]

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CoRR, June, 2025

Reasoning Like an Economist: Post-Training on Economic Problems Induces Strategic Generalization in LLMs.

[BibT_eX]

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CoRR, June, 2025

Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models.

[BibT_eX]

[DOI]

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CoRR, May, 2025

DD-Ranking: Rethinking the Evaluation of Dataset Distillation.

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Baharan Mirzasoleiman

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Manolis Kellis

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Konstantinos N. Plataniotis

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CoRR, May, 2025

Seeing Sarcasm Through Different Eyes: Analyzing Multimodal Sarcasm Perception in Large Vision-Language Models.

[BibT_eX]

[DOI]

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CoRR, March, 2025

EEdit: Rethinking the Spatial and Temporal Redundancy for Efficient Image Editing.

[BibT_eX]

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CoRR, March, 2025

From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers.

[BibT_eX]

[DOI]

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CoRR, March, 2025

Nonlocal modeling for gas-fluid seepage coupled with heat transfer in gas hydrate by using peridynamic differential operator.

[BibT_eX]

[DOI]

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Math. Comput. Simul., 2025

Computing planar PHT-spline parameterization via quasi-conformal mapping fitting.

[BibT_eX]

[DOI]

Linfeng Zhang

,

Yuhao Han

,

Xuhui Wang

Comput. Graph., 2025

Multivariate Machine Learning Model Based on YOLOv8 for Traffic Flow Prediction in Intelligent Transportation Systems.

[BibT_eX]

[DOI]

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IEEE Access, 2025

Multi-UAV Data Collection and Path Planning Method for Large-Scale Terminal Access.

[BibT_eX]

[DOI]

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Sensors, October, 2023

A Novel Design Method of High Throughput Blockchain for 6G Networks: Performance Analysis and Optimization Model.

[BibT_eX]

[DOI]

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IEEE Internet Things J., 2022

m<sup>*</sup> of two-dimensional electron gas: a neural canonical transformation study.

[BibT_eX]

[DOI]

Hao Xie

,

Linfeng Zhang

,

Lei Wang

CoRR, 2022

Ab-initio study of interacting fermions at finite temperature with neural canonical transformation.

[BibT_eX]

[DOI]

Hao Xie

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Linfeng Zhang

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Lei Wang

CoRR, 2021

Neural Canonical Transformation with Symplectic Flows.

[BibT_eX]

[DOI]

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CoRR, 2019

Junction Conditions for Hamilton-Jacobi Equations for Solving Real-Time Traffic Flow Problems.

[BibT_eX]

[DOI]

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IEEE Access, 2019

A social force evacuation model considering the effect of emergency signs.

[BibT_eX]

[DOI]

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Simul., 2018

Simulation model of self-organizing pedestrian movement considering following behavior.

[BibT_eX]

[DOI]

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Frontiers Inf. Technol. Electron. Eng., 2017

Linfeng Zhang

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