Xiaoshuai Sun

35 papers at tracked venues · 32 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3912-9306 ↗Homepage ↗

Venues

AAAI ×8 ACM MM ×6 NeurIPS ×5 CVPR ×4 ICML ×4 ICLR ×3 ECCV ×2 ACL ×1 EMNLP ×1 ICCV ×1

Frequent coauthors

Rongrong Ji

×26

Jiayi Ji

×23

Yiwei Ma

×15

Gen Luo

×10

Yiyi Zhou

×9

Haowei Wang

×8

Zhipeng Qian

×4

Ke Sun

×4

Changli Wu

×4

Mingrui Wu

×4

Shen Chen

×3

Taiping Yao

×3

Papers

CSMCIR: CoT-Enhanced Symmetric Alignment with Memory Bank for Composed Image Retrieval
ACL 2026 ·
Zhipeng Qian
,
Zihan Liang
,
Yufei Ma
,
Ben Chen
,
Huangyu Dai
,
Yiwei Ma
,
Jiayi Ji
,
Chenyi Lei
,
Han Li
, Xiaoshuai Sun
Zooming In on Fakes: A Novel Dataset for Localized AI-Generated Image Detection with Forgery Amplification Approach
AAAI 2026 ·
Lvpan Cai
,
Haowei Wang
,
Jiayi Ji
,
YanShu ZhouMen
,
Shen Chen
,
Taiping Yao
, Xiaoshuai Sun
ACL: Activating Capability of Linear Attention for Image Restoration
CVPR 2025 ·
Yubin Gu
,
Yuan Meng
,
Jiayi Ji
, Xiaoshuai Sun
Accelerating Multimodal Large Language Models via Dynamic Visual-Token Exit and the Empirical Findings
NeurIPS 2025 ·
Qiong Wu
,
Wenhao Lin
,
Yiyi Zhou
,
Weihao Ye
,
Zhanpeng Zeng
, Xiaoshuai Sun,
Rongrong Ji
Aigi-Holmes: Towards Explainable and Generalizable AI-Generated Image Detection via Multimodal Large Language Models
ICCV 2025 ·
Ziyin Zhou
,
Yunpeng Luo
,
Yuanchen Wu
,
Ke Sun
,
Jiayi Ji
,
Ke Yan
,
Shouhong Ding
, Xiaoshuai Sun,
Yunsheng Wu
,
Rongrong Ji
Feast Your Eyes: Mixture-of-Resolution Adaptation for Multimodal Large Language Models
ICLR 2025 ·
Gen Luo
,
Yiyi Zhou
,
Yuxin Zhang
,
Xiawu Zheng
, Xiaoshuai Sun,
Rongrong Ji
FlashSloth : Lightning Multimodal Large Language Models via Embedded Visual Compression
CVPR 2025 ·
Bo Tong
,
Bokai Lai
,
Yiyi Zhou
,
Gen Luo
,
Yunhang Shen
,
Ke Li
, Xiaoshuai Sun,
Rongrong Ji
HRSeg: High-Resolution Visual Perception and Enhancement for Reasoning Segmentation
ACM MM 2025 ·
Weihuang Lin
,
Yiwei Ma
, Xiaoshuai Sun,
Shuting He
,
Jiayi Ji
,
Liujuan Cao
,
Rongrong Ji
IPDN: Image-enhanced Prompt Decoding Network for 3D Referring Expression Segmentation
AAAI 2025 ·
Qi Chen
,
Changli Wu
,
Jiayi Ji
,
Yiwei Ma
,
Danni Yang
, Xiaoshuai Sun
MIHBench: Benchmarking and Mitigating Multi-Image Hallucinations in Multimodal Large Language Models
ACM MM 2025 ·
Jiale Li
,
Mingrui Wu
,
Zixiang Jin
,
Hao Chen
,
Jiayi Ji
, Xiaoshuai Sun,
Liujuan Cao
,
Rongrong Ji
Routing Experts: Learning to Route Dynamic Experts in Existing Multi-modal Large Language Models
ICLR 2025 ·
Qiong Wu
,
Zhaoxi Ke
,
Yiyi Zhou
, Xiaoshuai Sun,
Rongrong Ji
StoryWeaver: A Unified World Model for Knowledge-Enhanced Story Character Customization
AAAI 2025 ·
Jinlu Zhang
,
Jiji Tang
,
Rongsheng Zhang
,
Tangjie Lv
, Xiaoshuai Sun
Towards General Visual-Linguistic Face Forgery Detection
CVPR 2025 ·
Ke Sun
,
Shen Chen
,
Taiping Yao
,
Ziyin Zhou
,
Jiayi Ji
, Xiaoshuai Sun,
Chia-Wen Lin
,
Rongrong Ji
γ-MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models
ICLR 2025 ·
Yaxin Luo
,
Gen Luo
,
Jiayi Ji
,
Yiyi Zhou
, Xiaoshuai Sun,
Zhiqiang Shen
,
Rongrong Ji
3D-GRES: Generalized 3D Referring Expression Segmentation
ACM MM 2024 ·
Changli Wu
,
Yihang Liu
,
Jiayi Ji
,
Yiwei Ma
,
Haowei Wang
,
Gen Luo
,
Henghui Ding
, Xiaoshuai Sun,
Rongrong Ji
3D-STMN: Dependency-Driven Superpoint-Text Matching Network for End-to-End 3D Referring Expression Segmentation
AAAI 2024 ·
Changli Wu
,
Yiwei Ma
,
Qi Chen
,
Haowei Wang
,
Gen Luo
,
Jiayi Ji
, Xiaoshuai Sun
AnyTrans: Translate AnyText in the Image with Large Scale Models
EMNLP 2024 ·
Zhipeng Qian
,
Pei Zhang
,
Baosong Yang
,
Kai Fan
,
Yiwei Ma
,
Derek F. Wong
, Xiaoshuai Sun,
Rongrong Ji
ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models
NeurIPS 2024 ·
Mingrui Wu
,
Xinyue Cai
,
Jiayi Ji
,
Jiale Li
,
Oucheng Huang
,
Gen Luo
,
Hao Fei
,
Guannan Jiang
, Xiaoshuai Sun,
Rongrong Ji
Deep Instruction Tuning for Segment Anything Model
ACM MM 2024 ·
Xiaorui Huang
,
Gen Luo
,
Chaoyang Zhu
,
Bo Tong
,
Yiyi Zhou
, Xiaoshuai Sun,
Rongrong Ji
DiffusionFake: Enhancing Generalization in Deepfake Detection via Guided Stable Diffusion
NeurIPS 2024 ·
Ke Sun
,
Shen Chen
,
Taiping Yao
,
Hong Liu
, Xiaoshuai Sun,
Shouhong Ding
,
Rongrong Ji
Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models
ICML 2024 ·
Mingrui Wu
,
Jiayi Ji
,
Oucheng Huang
,
Jiale Li
,
Yuhang Wu
, Xiaoshuai Sun,
Rongrong Ji
Exploring Phrase-Level Grounding with Text-to-Image Diffusion Model
ECCV 2024 ·
Danni Yang
,
Ruohan Dong
,
Jiayi Ji
,
Yiwei Ma
,
Haowei Wang
, Xiaoshuai Sun,
Rongrong Ji
Fast Text-to-3D-Aware Face Generation and Manipulation via Direct Cross-modal Mapping and Geometric Regularization
ICML 2024 ·
Jinlu Zhang
,
Yiyi Zhou
,
Qiancheng Zheng
,
Xiaoxiong Du
,
Gen Luo
,
Jun Peng
, Xiaoshuai Sun,
Rongrong Ji
I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing
NeurIPS 2024 ·
Yiwei Ma
,
Jiayi Ji
,
Ke Ye
,
Weihuang Lin
,
Zhibin Wang
,
Yonghan Zheng
,
Qiang Zhou
, Xiaoshuai Sun,
Rongrong Ji
Improving Panoptic Narrative Grounding by Harnessing Semantic Relationships and Visual Confirmation
AAAI 2024 ·
Tianyu Guo
,
Haowei Wang
,
Yiwei Ma
,
Jiayi Ji
, Xiaoshuai Sun
Multi-branch Collaborative Learning Network for 3D Visual Grounding
ECCV 2024 ·
Zhipeng Qian
,
Yiwei Ma
,
Zhekai Lin
,
Jiayi Ji
,
Xiawu Zheng
, Xiaoshuai Sun,
Rongrong Ji
QueryMatch: A Query-based Contrastive Learning Framework for Weakly Supervised Visual Grounding
ACM MM 2024 ·
Shengxin Chen
,
Gen Luo
,
Yiyi Zhou
, Xiaoshuai Sun,
Guannan Jiang
,
Rongrong Ji
RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation
NeurIPS 2024 ·
Changli Wu
,
Qi Chen
,
Jiayi Ji
,
Haowei Wang
,
Yiwei Ma
,
You Huang
,
Gen Luo
,
Hao Fei
, Xiaoshuai Sun,
Rongrong Ji
Rotated Multi-Scale Interaction Network for Referring Remote Sensing Image Segmentation
CVPR 2024 ·
Sihan Liu
,
Yiwei Ma
,
Xiaoqing Zhang
,
Haowei Wang
,
Jiayi Ji
, Xiaoshuai Sun,
Rongrong Ji
SAM as the Guide: Mastering Pseudo-Label Refinement in Semi-Supervised Referring Expression Segmentation
ICML 2024 ·
Danni Yang
,
Jiayi Ji
,
Yiwei Ma
,
Tianyu Guo
,
Haowei Wang
, Xiaoshuai Sun,
Rongrong Ji
StealthDiffusion: Towards Evading Diffusion Forensic Detection through Diffusion Model
ACM MM 2024 ·
Ziyin Zhou
,
Ke Sun
,
Zhongxi Chen
,
Huafeng Kuang
, Xiaoshuai Sun,
Rongrong Ji
Toward Open-Set Human Object Interaction Detection
AAAI 2024 ·
Mingrui Wu
,
Yuqi Liu
,
Jiayi Ji
, Xiaoshuai Sun,
Rongrong Ji
Towards Efficient Diffusion-Based Image Editing with Instant Attention Masks
AAAI 2024 ·
Siyu Zou
,
Jiji Tang
,
Yiyi Zhou
,
Jing He
,
Chaoyi Zhao
,
Rongsheng Zhang
,
Zhipeng Hu
, Xiaoshuai Sun
X-Oscar: A Progressive Framework for High-quality Text-guided 3D Animatable Avatar Generation
ICML 2024 ·
Yiwei Ma
,
Zhekai Lin
,
Jiayi Ji
,
Yijun Fan
, Xiaoshuai Sun,
Rongrong Ji
X-RefSeg3D: Enhancing Referring 3D Instance Segmentation via Structured Cross-Modal Graph Neural Networks
AAAI 2024 ·
Zhipeng Qian
,
Yiwei Ma
,
Jiayi Ji
, Xiaoshuai Sun