杨屹｜北京化工大学｜学者主页

2026

A Context-Aware Dataset for Stance Detection in Bioethical Controversies on Reddit

Hu Huang, Genan Dai, Fuqiang Niu, Yi Yang, Zhaoya Gong, Bowen Zhang

arXiv preprint

2026

Layer-wise Representation Dynamics: An Empirical Investigation Across Embedders and Base LLMs

Jingzhou Jiang, Yi Yang, Kar Yan Tam

arXiv preprint

2026

Is This Edit Correct? A Multi-Dimensional Benchmark for Reasoning-Aware Image Editing

Yixuan Ding, Wei Huang, Ruijie Quan, Xiaojuan Qi, Yi Yang

arXiv preprint

2026

UniGeo: Unifying Geometric Guidance for Camera-Controllable Image Editing via Video Models

Hong Jiang, Wensong Song, Zongxin Yang, Ruijie Quan, Yi Yang

arXiv preprint

2026

EAGLE-360: Embodied Active Global-to-Local Exploration in 360$^\circ$

Jingtao Xu, Zizhuo Lin, Jianwen Sun, Yi Yang, Yawei Luo

arXiv preprint

2026

LBLLM: Lightweight Binarization of Large Language Models via Three-Stage Distillation

Siqing Song, Chuang Wang, Yong Lang, Yi Yang, Xu-Yao Zhang

arXiv preprint

2026

A Systematic Comparison of Prompting and Multi-Agent Methods for LLM-based Stance Detection

Genan Dai, Zini Chen, Yi Yang, Bowen Zhang

arXiv preprint

2026

Unified Generation and Self-Verification for Vision-Language Models via Advantage Decoupled Preference Optimization

Xinyu Qiu, Heng Jia, Zhengwen Zeng, Shuheng Shen, Changhua Meng, Yi Yang, Linchao Zhu

arXiv preprint

2026

KV-Embedding: Training-free Text Embedding via Internal KV Re-routing in Decoder-only LLMs

Yixuan Tang, Yi Yang

arXiv preprint

2026

Uncertainty-Aware Gaussian Map for Vision-Language Navigation

Jianzhe Gao, Rui Liu, Yuxuan Xu, Tongtong Cao, Yingxue Zhang, Zhanguang Zhang, Sida Peng, Yi Yang, Wenguan Wang

arXiv preprint

2026

Partially Observable Adversarial Patch Attacks on Vision-Language-Action Models in Robotics

Xiaofei Wang, Mingliang Han, Tianyu Hao, Yi Yang, Yun-Bo Zhao, Keke Tang

arXiv preprint

2026

DistractMIA: Black-Box Membership Inference on Vision-Language Models via Semantic Distraction

Hongyi Tang, Zhihao Zhu, Yi Yang

arXiv preprint

2026

V-Zero: Self-Improving Multimodal Reasoning with Zero Annotation

Han Wang, Yi Yang, Jingyuan Hu, Minfeng Zhu, Wei Chen

arXiv preprint

2026

UniTalking: A Unified Audio-Video Framework for Talking Portrait Generation

Hebeizi Li, Zihao Liang, Benyuan Sun, Zihao Yin, Xiao Sha, Chenliang Wang, Yi Yang

arXiv preprint

2026

Restore3D: Breathing Life into Broken Objects with Shape and Texture Restoration

Xiaolong Shen, Zongxin Yang, Yi Yang

arXiv preprint

2026

TTRSD: Test-Time Reinforcement Learning with Self-Distillation for Vision-Language Models

Shuning Wang, Zhiheng Wu, Xun Zhou, Chongyang Cui, Chen Jia, Bowen Liu, Chuanjie Li, Xiang Chen, Yi Yang, Yumeng Zhang, Wenjie Huang

arXiv preprint

2026

Echoes of ownership: Adversarial-guided dual injection for copyright protection in MLLMs

Chengwei Xia, Fan Ma, Ruijie Quan, Yunqiu Xu, Kun Zhan, Yi Yang

arXiv preprint

2025

C-MTCSD: A Chinese Multi-Turn Conversational Stance Detection Dataset

Fuqiang Niu, Yi Yang, Xianghua Fu, Genan Dai, Bowen Zhang

arXiv preprint

2025

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions

Yixuan Tang, Yi Yang, Ahmed Abbasi

arXiv preprint

2025

Revealing the Numeracy Gap: An Empirical Investigation of Text Embedding Models

Ningyuan Deng, Hanyu Duan, Yixuan Tang, Yi Yang

arXiv preprint

2025

Beyond Uniform Deletion: A Data Value-Weighted Framework for Certified Machine Unlearning

Lisong He, Yi Yang, Xiangyu Chang

arXiv preprint

2025

Adapting General-Purpose Embedding Models to Private Datasets Using Keyword-based Retrieval

Yubai Wei, Jiale Han, Yi Yang

arXiv preprint

DOI

2025

SSR-ZSON: Zero-Shot Object Navigation via Spatial-Semantic Relations within a Hierarchical Exploration Framework

Xiangyi Meng, Delun Li, Zihao Mao, Yi Yang, Wenjie Song

arXiv preprint

2025

SMooGPT: Stylized Motion Generation using Large Language Models

Lei Zhong, Yi Yang, Changjian Li

arXiv preprint

2025

Beyond Chunking: Discourse-Aware Hierarchical Retrieval for Long Document Question Answering

Huiyao Chen, Yi Yang, Yinghui Li, Meishan Zhang, Baotian Hu, Min Zhang

arXiv preprint

2025

From Image to Video: An Empirical Study of Diffusion Representations

Pedro Vélez, Luisa F. Polanía, Yi Yang, Chuhan Zhang, Rishabh Kabra, Anurag Arnab, Mehdi S. M. Sajjadi

arXiv preprint

2025

BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain Activities

Zhibo Tian, Ruijie Quan, Fan Ma, Kun Zhan, Yi Yang

arXiv preprint

2025

GaussianGraph: 3D Gaussian-based Scene Graph Generation for Open-world Scene Understanding

Xihan Wang, Dianyi Yang, Yu Gao, Yufeng Yue, Yi Yang, Mengyin Fu

arXiv preprint

2025

DIFFVSGG: Diffusion-Driven Online Video Scene Graph Generation

Mu Chen, Liulei Li, Wenguan Wang, Yi Yang

arXiv preprint

2025

Adversarial Mixup Unlearning

Zhuoyi Peng, Yixuan Tang, Yi Yang

arXiv preprint

2025

OpenVox: Real-time Instance-level Open-vocabulary Probabilistic Voxel Representation

Yinan Deng, Bicheng Yao, Yihang Tang, Yi Yang, Yufeng Yue

arXiv preprint

2025

DreamRenderer: Taming Multi-Instance Attribute Control in Large-Scale Text-to-Image Models

Dewei Zhou, Mingwei Li, Zongxin Yang, Yi Yang

arXiv preprint

2025

MASTER: Multi-Agent Security Through Exploration of Roles and Topological Structures -- A Comprehensive Framework

Yifan Zhu, Chao Zhang, Xin Shi, Xueqiao Zhang, Yi Yang, Yawei Luo

arXiv preprint

2025

Adversarial-Guided Diffusion for Multimodal LLM Attacks

Chengwei Xia, Fan Ma, Ruijie Quan, Kun Zhan, Yi Yang

arXiv preprint

2025

Advances in 4D Generation: A Survey

Qiaowei Miao, Kehan Li, Jinsheng Quan, Zhiyuan Min, Shaojie Ma, Yichao Xu, Yi Yang, Ping Liu, Yawei Luo

arXiv preprint

2025

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation

Yuan Gan, Jiaxu Miao, Yunze Wang, Yi Yang

arXiv preprint

2025

Redistribute Ensemble Training for Mitigating Memorization in Diffusion Models

Xiaoliu Guan, Yu Wu, Huayang Huang, Xiao Liu, Jiaxu Miao, Yi Yang

arXiv preprint

2025

Origin Identification for Text-Guided Image-to-Image Diffusion Models

Wenhao Wang, Yifan Sun, Zongxin Yang, Zhentao Tan, Zhengdong Hu, Yi Yang

arXiv preprint

2025

PCA++: How Uniformity Induces Robustness to Background Noise in Contrastive Learning

Mingqi Wu, Qiang Sun, Yi Yang

arXiv preprint

2025

See Once, Then Act: Vision-Language-Action Model with Task Learning from One-Shot Video Demonstrations

Guangyan Chen, Meiling Wang, Qi Shao, Zichen Zhou, Weixin Mao, Te Cui, Minzhao Zhu, Yinan Deng, Luojie Yang, Zhanqi Zhang, Yi Yang, Hua Chen, Yufeng Yue

arXiv preprint

2025

Multi-Text Guided Few-Shot Semantic Segmentation

Qiang Jiao, Bin Yan, Yi Yang, Mengrui Shi, Qiang Zhang

arXiv preprint

2025

BideDPO: Conditional Image Generation with Simultaneous Text and Condition Alignment

Dewei Zhou, Mingwei Li, Zongxin Yang, Yu Lu, Yunqiu Xu, Zhizhong Wang, Zeyi Huang, Yi Yang

arXiv preprint

2025

ITS3D: Inference-Time Scaling for Text-Guided 3D Diffusion Models

Zhenglin Zhou, Fan Ma, Xiaobo Xia, Hehe Fan, Yi Yang, Tat-Seng Chua

arXiv preprint

2025

Video2Roleplay: A Multimodal Dataset and Framework for Video-Guided Role-playing Agents

Xueqiao Zhang, Chao Zhang, Jingtao Xu, Yifan Zhu, Xin Shi, Yi Yang, Yawei Luo

arXiv preprint

2025

OmniMap: A General Mapping Framework Integrating Optics, Geometry, and Semantics

Yinan Deng, Yufeng Yue, Jianyu Dou, Jingyu Zhao, Jiahui Wang, Yujie Tang, Yi Yang, Mengyin Fu

arXiv preprint

2025

A Survey of World Models for Autonomous Driving

Tuo Feng, Wenguan Wang, Yi Yang

arXiv preprint

2025

FreeLong++: Training-Free Long Video Generation via Multi-band SpectralFusion

Yu Lu, Yi Yang

arXiv preprint

2025

TASeg: Text-aware RGB-T Semantic Segmentation based on Fine-tuning Vision Foundation Models

Meng Yu, Te Cui, Qitong Chu, Wenjie Song, Yi Yang, Yufeng Yue

arXiv preprint

2025

OpenGS-Fusion: Open-Vocabulary Dense Mapping with Hybrid 3D Gaussian Splatting for Refined Object-Level Understanding

Dianyi Yang, Xihan Wang, Yu Gao, Shiyang Liu, Bohan Ren, Yufeng Yue, Yi Yang

arXiv preprint

2025

HoneyImage: Verifiable, Harmless, and Stealthy Dataset Ownership Verification for Image Models

Zhihao Zhu, Jiale Han, Yi Yang

arXiv preprint

2025

FMimic: Foundation Models are Fine-grained Action Learners from Human Videos

Guangyan Chen, Meiling Wang, Te Cui, Yao Mu, Haoyang Lu, Zicai Peng, Mengxiao Hu, Tianxing Zhou, Mengyin Fu, Yi Yang, Yufeng Yue

arXiv preprint

2025

MeshLLM: Empowering Large Language Models to Progressively Understand and Generate 3D Mesh

Shuangkang Fang, I-Chao Shen, Yufeng Wang, Yi-Hsuan Tsai, Yi Yang, Shuchang Zhou, Wenrui Ding, Takeo Igarashi, Ming-Hsuan Yang

arXiv preprint

2025

VideoGrain: Modulating Space-Time Attention for Multi-grained Video Editing

Xiangpeng Yang, Linchao Zhu, Hehe Fan, Yi Yang

arXiv preprint

2025

Physically Plausible Human-Object Rendering from Sparse Views via 3D Gaussian Splatting

Weiquan Wang, Jun Xiao, Yi Yang, Yueting Zhuang, Long Chen

arXiv preprint

2024

TAPVid-3D: A Benchmark for Tracking Any Point in 3D

Skanda Koppula, Ignacio Rocco, Yi Yang, Joe Heyward, João Carreira, Andrew Zisserman, Gabriel Brostow, Carl Doersch

arXiv preprint

2024

Vision-Language Navigation with Energy-Based Policy

Rui Liu, Wenguan Wang, Yi Yang

arXiv preprint

2024

Human-Object Interaction Detection Collaborated with Large Relation-driven Diffusion Models

Liulei Li, Wenguan Wang, Yi Yang

arXiv preprint

2024

ZeroMamba: Exploring Visual State Space Model for Zero-Shot Learning

Wenjin Hou, Dingjie Fu, Kun Li, Shiming Chen, Hehe Fan, Yi Yang

arXiv preprint

2024

TOPA: Extending Large Language Models for Video Understanding via Text-Only Pre-Alignment

Wei Li, Hehe Fan, Yongkang Wong, Mohan Kankanhalli, Yi Yang

arXiv preprint

2024

MaGS: Reconstructing and Simulating Dynamic 3D Objects with Mesh-adsorbed Gaussian Splatting

Shaojie Ma, Yawei Luo, Wei Yang, Yi Yang

arXiv preprint

2024

General and Task-Oriented Video Segmentation

Mu Chen, Liulei Li, Wenguan Wang, Ruijie Quan, Yi Yang

arXiv preprint

2024

CapHuman: Capture Your Moments in Parallel Universes

Chao Liang, Fan Ma, Linchao Zhu, Yingying Deng, Yi Yang

arXiv preprint

2024

Mutual Learning for Acoustic Matching and Dereverberation via Visual Scene-driven Diffusion

Jian Ma, Wenguan Wang, Yi Yang, Feng Zheng

arXiv preprint

2024

Enhancing Hallucination Detection through Perturbation-Based Synthetic Data Generation in System Responses

Dongxu Zhang, Varun Gangal, Barrett Martin Lattimer, Yi Yang

arXiv preprint

2024

IDPro: Flexible Interactive Video Object Segmentation by ID-queried Concurrent Propagation

Kexin Li, Tao Jiang, Zongxin Yang, Yi Yang, Yueting Zhuang, Jun Xiao

arXiv preprint

2024

MIGC++: Advanced Multi-Instance Generation Controller for Image Synthesis

Dewei Zhou, You Li, Fan Ma, Zongxin Yang, Yi Yang

arXiv preprint

2024

LGSDF: Continual Global Learning of Signed Distance Fields Aided by Local Updating

Yufeng Yue, Yinan Deng, Jiahui Wang, Yi Yang

arXiv preprint

2024

Clustering Propagation for Universal Medical Image Segmentation

Yuhang Ding, Liulei Li, Wenguan Wang, Yi Yang

arXiv preprint

2024

EVA: Zero-shot Accurate Attributes and Multi-Object Video Editing

Xiangpeng Yang, Linchao Zhu, Hehe Fan, Yi Yang

arXiv preprint

2024

Point Tree Transformer for Point Cloud Registration

Meiling Wang, Guangyan Chen, Yi Yang, Li Yuan, Yufeng Yue

arXiv preprint

2024

BootsTAP: Bootstrapped Training for Tracking-Any-Point

Carl Doersch, Pauline Luc, Yi Yang, Dilara Gokay, Skanda Koppula, Ankush Gupta, Joseph Heyward, Ignacio Rocco, Ross Goroshin, João Carreira, Andrew Zisserman

arXiv preprint

2024

VividDreamer: Invariant Score Distillation For Hyper-Realistic Text-to-3D Generation

Wenjie Zhuo, Fan Ma, Hehe Fan, Yi Yang

arXiv preprint

2024

AnyPattern: Towards In-context Image Copy Detection

Wenhao Wang, Yifan Sun, Zhentao Tan, Yi Yang

arXiv preprint

2024

SeFlow: A Self-Supervised Scene Flow Method in Autonomous Driving

Qingwen Zhang, Yi Yang, Peizheng Li, Olov Andersson, Patric Jensfelt

arXiv preprint

2024

Imagine and Seek: Improving Composed Image Retrieval with an Imagined Proxy

You Li, Fan Ma, Yi Yang

arXiv preprint

2024

Collaborative Hybrid Propagator for Temporal Misalignment in Audio-Visual Segmentation

Kexin Li, Zongxin Yang, Yi Yang, Jun Xiao

arXiv preprint

2024

GD^2-NeRF: Generative Detail Compensation via GAN and Diffusion for One-shot Generalizable Neural Radiance Fields

Xiao Pan, Zongxin Yang, Shuai Bai, Yi Yang

arXiv preprint

2024

Shape2Scene: 3D Scene Representation Learning Through Pre-training on Shape Data

Tuo Feng, Wenguan Wang, Ruijie Quan, Yi Yang

arXiv preprint

2024

Controllable Navigation Instruction Generation with Chain of Thought Prompting

Xianghao Kong, Jinyu Chen, Wenguan Wang, Hang Su, Xiaolin Hu, Yi Yang, Si Liu

arXiv preprint

DOI

2024

Image Regeneration: Evaluating Text-to-Image Model via Generating Identical Image with Multimodal Large Language Models

Chutian Meng, Fan Ma, Jiaxu Miao, Chi Zhang, Yi Yang, Yueting Zhuang

arXiv preprint

2024

TDDBench: A Benchmark for Training data detection

Zhihao Zhu, Yi Yang, Defu Lian

arXiv preprint

2024

TIP-I2V: A Million-Scale Real Text and Image Prompt Dataset for Image-to-Video Generation

Wenhao Wang, Yi Yang

arXiv preprint

2024

Replication in Visual Diffusion Models: A Survey and Outlook

Wenhao Wang, Yifan Sun, Zongxin Yang, Zhengdong Hu, Zhentao Tan, Yi Yang

arXiv preprint

2024

Nonverbal Interaction Detection

Jianan Wei, Tianfei Zhou, Yi Yang, Wenguan Wang

arXiv preprint

2024

Image Copy Detection for Diffusion Models

Wenhao Wang, Yifan Sun, Zhentao Tan, Yi Yang

arXiv preprint

2024

Protecting Copyrighted Material with Unique Identifiers in Large Language Model Training

Shuai Zhao, Linchao Zhu, Ruijie Quan, Yi Yang

arXiv preprint

2023

Neural-Logic Human-Object Interaction Detection

Liulei Li, Jianan Wei, Wenguan Wang, Yi Yang

arXiv preprint

2023

Perception Test: A Diagnostic Benchmark for Multimodal Video Models

Viorica Pătrăucean, Lucas Smaira, Ankush Gupta, Adrià Recasens Continente, Larisa Markeeva, Dylan Banarse, Skanda Koppula, Joseph Heyward, Mateusz Malinowski, Yi Yang, Carl Doersch, Tatiana Matejovicova, Yury Sulsky, Antoine Miech, Alex Frechette, Hanna Klimczak, Raphael Koster, Junlin Zhang, Stephanie Winkler, Yusuf Aytar, Simon Osindero, Dima Damen, Andrew Zisserman, João Carreira

arXiv preprint

2023

LOGICSEG: Parsing Visual Semantics with Neural Logic Learning and Reasoning

Liulei Li, Wenguan Wang, Yi Yang

arXiv preprint

2023

Learning from One Continuous Video Stream

João Carreira, Michael King, Viorica Pătrăucean, Dilara Gokay, Cătălin Ionescu, Yi Yang, Daniel Zoran, Joseph Heyward, Carl Doersch, Yusuf Aytar, Dima Damen, Andrew Zisserman

arXiv preprint

2023

Progressive Volume Distillation with Active Learning for Efficient NeRF Architecture Conversion

Shuangkang Fang, Yufeng Wang, Yi Yang, Weixin Xu, Heng Wang, Wenrui Ding, Shuchang Zhou

arXiv preprint

2023

Transferring to Real-World Layouts: A Depth-aware Framework for Scene Adaptation

Mu Chen, Zhedong Zheng, Yi Yang

arXiv preprint

2023

Combating Label Noise With A General Surrogate Model For Sample Selection

Chao Liang, Linchao Zhu, Humphrey Shi, Yi Yang

arXiv preprint

DOI

2023

FlowZero: Zero-Shot Text-to-Video Synthesis with LLM-Driven Dynamic Scene Syntax

Yu Lu, Linchao Zhu, Hehe Fan, Yi Yang

arXiv preprint

2023

SEEAvatar: Photorealistic Text-to-3D Avatar Generation with Constrained Geometry and Appearance

Yuanyou Xu, Zongxin Yang, Yi Yang

arXiv preprint

2023

CRRS: Concentric Rectangles Regression Strategy for Multi-point Representation on Fisheye Images

Xihan Wang, Xi Xu, Yu Gao, Yi Yang, Yufeng Yue, Mengyin Fu

arXiv preprint

2023

Sector Patch Embedding: An Embedding Module Conforming to The Distortion Pattern of Fisheye Image

Dianyi Yang, Jiadong Tang, Yu Gao, Yi Yang, Mengyin Fu

arXiv preprint

2023

Joint Video Multi-Frame Interpolation and Deblurring under Unknown Exposure Time

Wei Shang, Dongwei Ren, Yi Yang, Hongzhi Zhang, Kede Ma, Wangmeng Zuo

arXiv preprint

2023

Lana: A Language-Capable Navigator for Instruction Following and Generation

Xiaohan Wang, Wenguan Wang, Jiayi Shao, Yi Yang

arXiv preprint

2022

3D Magic Mirror: Clothing Reconstruction from a Single Image via a Causal Perspective

Zhedong Zheng, Jiayin Zhu, Wei Ji, Yi Yang, Tat-Seng Chua

arXiv preprint

DOI

2022

Slimmable Networks for Contrastive Self-supervised Learning

Shuai Zhao, Linchao Zhu, Xiaohan Wang, Yi Yang

arXiv preprint

2022

PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation

Mu Chen, Zhedong Zheng, Yi Yang, Tat-Seng Chua

arXiv preprint

2022

TAP-Vid: A Benchmark for Tracking Any Point in a Video

Carl Doersch, Ankush Gupta, Larisa Markeeva, Adrià Recasens, Lucas Smaira, Yusuf Aytar, João Carreira, Andrew Zisserman, Yi Yang

arXiv preprint

2021

Bag of Tricks and A Strong baseline for Image Copy Detection

Wenhao Wang, Weipu Zhang, Yifan Sun, Yi Yang

arXiv preprint

2021

D$^2$LV: A Data-Driven and Local-Verification Approach for Image Copy Detection

Wenhao Wang, Yifan Sun, Weipu Zhang, Yi Yang

arXiv preprint

2020

Grounded and Controllable Image Completion by Incorporating Lexical Semantics

Shengyu Zhang, Tan Jiang, Qinghao Huang, Ziqi Tan, Zhou Zhao, Siliang Tang, Jin Yu, Hongxia Yang, Yi Yang, Fei Wu

arXiv preprint

2019

Cubic LSTMs for Video Prediction

Hehe Fan, Linchao Zhu, Yi Yang

arXiv preprint

2018

Deep Adversarial Attention Alignment for Unsupervised Domain Adaptation: the Benefit of Target Expectation Maximization

Guoliang Kang, Liang Zheng, Yan Yan, Yi Yang

arXiv preprint

2017

Pose Invariant Embedding for Deep Person Re-identification

Liang Zheng, Yujia Huang, Huchuan Lu, Yi Yang

arXiv preprint

2017

UTS submission to Google YouTube-8M Challenge 2017

Linchao Zhu, Yanbin Liu, Yi Yang

arXiv preprint

2017

EraseReLU: A Simple Way to Ease the Training of Deep Convolution Neural Networks

Xuanyi Dong, Guoliang Kang, Kun Zhan, Yi Yang

arXiv preprint

2016

Personalized Video Recommendation Using Rich Contents from Videos

Xingzhong Du, Hongzhi Yin, Ling Chen, Yang Wang, Yi Yang, Xiaofang Zhou

arXiv preprint

2016

CNN-RNN: A Unified Framework for Multi-label Image Classification

Jiang Wang, Yi Yang, Junhua Mao, Zhiheng Huang, Chang Huang, Wei Xu

arXiv preprint

2015

Hierarchical Recurrent Neural Encoder for Video Representation with Application to Captioning

Pingbo Pan, Zhongwen Xu, Yi Yang, Fei Wu, Yueting Zhuang

arXiv preprint

2015

Video Paragraph Captioning Using Hierarchical Recurrent Neural Networks

Haonan Yu, Jiang Wang, Zhiheng Huang, Yi Yang, Wei Xu

arXiv preprint

2014

A Convex Sparse PCA for Feature Analysis

Xiaojun Chang, Feiping Nie, Yi Yang, Heng Huang

arXiv preprint

DOI

2014

Improved Spectral Clustering via Embedded Label Propagation

Xiaojun Chang, Feiping Nie, Yi Yang, Heng Huang

arXiv preprint

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预印本

A Context-Aware Dataset for Stance Detection in Bioethical Controversies on Reddit

Layer-wise Representation Dynamics: An Empirical Investigation Across Embedders and Base LLMs

Is This Edit Correct? A Multi-Dimensional Benchmark for Reasoning-Aware Image Editing

UniGeo: Unifying Geometric Guidance for Camera-Controllable Image Editing via Video Models

EAGLE-360: Embodied Active Global-to-Local Exploration in 360$^\circ$

LBLLM: Lightweight Binarization of Large Language Models via Three-Stage Distillation

A Systematic Comparison of Prompting and Multi-Agent Methods for LLM-based Stance Detection

Unified Generation and Self-Verification for Vision-Language Models via Advantage Decoupled Preference Optimization

KV-Embedding: Training-free Text Embedding via Internal KV Re-routing in Decoder-only LLMs

Uncertainty-Aware Gaussian Map for Vision-Language Navigation

Partially Observable Adversarial Patch Attacks on Vision-Language-Action Models in Robotics

DistractMIA: Black-Box Membership Inference on Vision-Language Models via Semantic Distraction

V-Zero: Self-Improving Multimodal Reasoning with Zero Annotation

UniTalking: A Unified Audio-Video Framework for Talking Portrait Generation

Restore3D: Breathing Life into Broken Objects with Shape and Texture Restoration

TTRSD: Test-Time Reinforcement Learning with Self-Distillation for Vision-Language Models

Echoes of ownership: Adversarial-guided dual injection for copyright protection in MLLMs

C-MTCSD: A Chinese Multi-Turn Conversational Stance Detection Dataset

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions

Revealing the Numeracy Gap: An Empirical Investigation of Text Embedding Models

Beyond Uniform Deletion: A Data Value-Weighted Framework for Certified Machine Unlearning

Adapting General-Purpose Embedding Models to Private Datasets Using Keyword-based Retrieval

SSR-ZSON: Zero-Shot Object Navigation via Spatial-Semantic Relations within a Hierarchical Exploration Framework

SMooGPT: Stylized Motion Generation using Large Language Models

Beyond Chunking: Discourse-Aware Hierarchical Retrieval for Long Document Question Answering

From Image to Video: An Empirical Study of Diffusion Representations

BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain Activities

GaussianGraph: 3D Gaussian-based Scene Graph Generation for Open-world Scene Understanding

DIFFVSGG: Diffusion-Driven Online Video Scene Graph Generation

Adversarial Mixup Unlearning

OpenVox: Real-time Instance-level Open-vocabulary Probabilistic Voxel Representation

DreamRenderer: Taming Multi-Instance Attribute Control in Large-Scale Text-to-Image Models

MASTER: Multi-Agent Security Through Exploration of Roles and Topological Structures -- A Comprehensive Framework

Adversarial-Guided Diffusion for Multimodal LLM Attacks

Advances in 4D Generation: A Survey

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation

Redistribute Ensemble Training for Mitigating Memorization in Diffusion Models

Origin Identification for Text-Guided Image-to-Image Diffusion Models

PCA++: How Uniformity Induces Robustness to Background Noise in Contrastive Learning

See Once, Then Act: Vision-Language-Action Model with Task Learning from One-Shot Video Demonstrations

Multi-Text Guided Few-Shot Semantic Segmentation

BideDPO: Conditional Image Generation with Simultaneous Text and Condition Alignment

ITS3D: Inference-Time Scaling for Text-Guided 3D Diffusion Models

Video2Roleplay: A Multimodal Dataset and Framework for Video-Guided Role-playing Agents

OmniMap: A General Mapping Framework Integrating Optics, Geometry, and Semantics

A Survey of World Models for Autonomous Driving

FreeLong++: Training-Free Long Video Generation via Multi-band SpectralFusion

TASeg: Text-aware RGB-T Semantic Segmentation based on Fine-tuning Vision Foundation Models

OpenGS-Fusion: Open-Vocabulary Dense Mapping with Hybrid 3D Gaussian Splatting for Refined Object-Level Understanding

HoneyImage: Verifiable, Harmless, and Stealthy Dataset Ownership Verification for Image Models

FMimic: Foundation Models are Fine-grained Action Learners from Human Videos

MeshLLM: Empowering Large Language Models to Progressively Understand and Generate 3D Mesh

VideoGrain: Modulating Space-Time Attention for Multi-grained Video Editing