Xiao Yang

31 papers at tracked venues · 21 at CORE A* · active 2024–2026

Venues

NeurIPS ×7 AAAI ×4 MICCAI ×3 CIKM ×2 EMNLP ×2 ACL ×1 ECCV ×1 ICDE ×1 ICLR ×1 ICML ×1 IJCAI ×1 RecSys ×1 S&P ×1 SIGIR ×1 SIGKDD ×1 SIGMOD ×1 VLDB ×1 WWW ×1

Frequent coauthors

Feng Zhang

×5

Xin Dong

×5

Zuotao Liu

×4

Kai Sun

×4

Zhifang Fan

×3

Qiwei Chen

×3

Xu Yang

×3

Weiqing Liu

×3

Yushi Sun

×3

Nan Tang

×3

Lei Chen

×3

Jiaqi Wang

×3

Papers

EHRStruct: A Comprehensive Benchmark Framework for Evaluating Large Language Models on Structured Electronic Health Record Tasks
AAAI 2026 · Xiao Yang,
Xuejiao Zhao
,
Zhiqi Shen
Make It Long, Keep It Fast: End-to-End 10k-Sequence Modeling at Billion Scale on Douyin
WWW 2026 ·
Lin Guan
,
Jia-Qi Yang
,
Zhishan Zhao
,
Beichuan Zhang
,
Bo Sun
,
Xuanyuan Luo
,
Jinan Ni
,
Xiaowen Li
,
Yuhang Qi
,
Zhifang Fan
,
Hangyu Wang
,
Qiwei Chen
,
Yi Cheng
,
Feng Zhang
, Xiao Yang
Reasoning as Gradient: Scaling MLE Agents Beyond Tree Search
ACL 2026 ·
Yifei Zhang
,
Xu Yang
, Xiao Yang,
Bowen Xian
,
Qizheng Li
,
Shikai Fang
,
Jingyuan Li
,
Jian Wang
,
Minrui Xu
,
Yuge Zhang
,
Weiqing Liu
,
Jiang Bian
ReflexDiffusion: Reflection-Enhanced Trajectory Planning for High-lateral-acceleration Scenarios in Autonomous Driving
AAAI 2026 ·
Xuemei Yao
, Xiao Yang,
Jianbin Sun
,
Liuwei Xie
,
Xuebin Shao
,
Xiyu Fang
,
Hang Su
,
Kewei Yang
SQLens: Continuous Code-to-SQL Visibility in the Wild
SIGMOD 2026 · Xiao Yang,
Mo Sha
,
Yiran Li
,
Suyang Zhong
,
Sheng Wang
,
Fangyuan Zhou
,
Feifei Li
SkyMoE: A Vision-Language Foundation Model for Enhancing Geospatial Interpretation with Mixture of Experts
AAAI 2026 ·
Jiaqi Liu
,
Ronghao Fu
,
Lang Sun
,
Haoran Liu
, Xiao Yang,
Weipeng Zhang
,
Xu Na
,
Zhuoran Duan
,
Bo Yang
A Generalizable Anomaly Detection Method in Dynamic Graphs
AAAI 2025 · Xiao Yang,
Xuejiao Zhao
,
Zhiqi Shen
Asymmetric Diffusion Recommendation Model
CIKM 2025 ·
Yongchun Zhu
,
Guanyu Jiang
,
Jingwu Chen
,
Feng Zhang
, Xiao Yang,
Zuotao Liu
Bridging the Gap: LLM-Powered Transfer Learning for Log Anomaly Detection in New Software Systems
ICDE 2025 ·
Yicheng Sui
,
Xiaotian Wang
,
Tianyu Cui
,
Tong Xiao
,
Chenghao He
,
Shenglin Zhang
,
Yuzhi Zhang
, Xiao Yang,
Yongqian Sun
,
Dan Pei
C2MAOT: Cross-modal Complementary Masked Autoencoder with Optimal Transport for Cancer Segmentation in PET-CT Images
MICCAI 2025 ·
Jiaju Huang
,
Shaobin Chen
,
Xinglong Liang
, Xiao Yang,
Zhuoneng Zhang
,
Yue Sun
,
Ying Wang
,
Tao Tan
Deep Reinforcement Learning for Ranking Utility Tuning in the Ad Recommender System at Pinterest
RecSys 2025 · Xiao Yang,
Mehdi Ayed
,
Longyu Zhao
,
Fan Zhou
,
Yuchen Shen
,
Abe Engle
,
Jinfeng Zhuang
,
Ling Leng
,
Jiajing Xu
,
Charles Rosenberg
,
Prathibha Deshikachar
Eva: Efficient Privacy-Preserving Proof of Authenticity for Lossily Encoded Videos
S&P 2025 ·
Chengru Zhang
, Xiao Yang,
David F. Oswald
,
Mark Ryan
,
Philipp Jovanovic
GUARDIAN: Safeguarding LLM Multi-Agent Collaborations with Temporal Graph Modeling
NeurIPS 2025 ·
Jialong Zhou
,
Lichao Wang
, Xiao Yang
How to Enable LLM with 3D Capacity? A Survey of Spatial Reasoning in LLM
IJCAI 2025 ·
Jirong Zha
,
Yuxuan Fan
, Xiao Yang,
Chen Gao
,
Xinlei Chen
KERAG: Knowledge-Enhanced Retrieval-Augmented Generation for Advanced Question Answering
EMNLP 2025 ·
Yushi Sun
,
Kai Sun
,
Yifan Ethan Xu
, Xiao Yang,
Xin Luna Dong
,
Nan Tang
,
Lei Chen
OSTAR: Optimized Statistical Text-classifier with Adversarial Resistance
NeurIPS 2025 ·
Yuhan Yao
,
Feifei Kou
,
Lei Shi
, Xiao Yang,
Zhongbao Zhang
,
Suguo Zhu
,
Jiwei Zhang
,
Lirong Qiu
,
Haisheng Li
PrismRAG: Boosting RAG Factuality with Distractor Resilience and Strategized Reasoning
EMNLP 2025 ·
Mohammad Kachuee
,
Teja Gollapudi
,
Minseok Kim
,
Yin Huang
,
Kai Sun
, Xiao Yang,
Jiaqi Wang
,
Nirav Shah
,
Yue Liu
,
Aaron Colak
,
Anuj Kumar
,
Wen-tau Yih
,
Xin Luna Dong
Pyramid Mixer: Multi-dimensional Multi-period Interest Modeling for Sequential Recommendation
SIGIR 2025 ·
Zhen Gong
,
Zhifang Fan
,
Hui Lu
,
Qiwei Chen
,
Chenbin Zhang
,
Lin Guan
,
Yuchao Zheng
,
Feng Zhang
, Xiao Yang,
Zuotao Liu
R&D-Agent-Quant: A Multi-Agent Framework for Data-Centric Factors and Model Joint Optimization
NeurIPS 2025 ·
Yuante Li
,
Xu Yang
, Xiao Yang,
Xisen Wang
,
Weiqing Liu
,
Jiang Bian
RankMixer: Scaling Up Ranking Models in Industrial Recommenders
CIKM 2025 ·
Jie Zhu
,
Zhifang Fan
,
Xiaoxie Zhu
,
Yuchen Jiang
,
Hangyu Wang
,
Xintian Han
,
Haoran Ding
,
Xinmin Wang
,
Wenlin Zhao
,
Zhen Gong
,
Huizhi Yang
,
Zheng Chai
,
Zhe Chen
,
Yuchao Zheng
,
Qiwei Chen
,
Feng Zhang
,
Xun Zhou
,
Peng Xu
, Xiao Yang,
Di Wu
,
Zuotao Liu
Real-time Indexing for Large-scale Recommendation by Streaming Vector Quantization Retriever
SIGKDD 2025 ·
Xingyan Bin
,
Jianfei Cui
,
Wujie Yan
,
Zhichen Zhao
,
Xintian Han
,
Chongyang Yan
,
Feng Zhang
,
Xun Zhou
, Xiao Yang,
Zuotao Liu
WearVQA: A Visual Question Answering Benchmark for Wearables in Egocentric Authentic Real-world scenarios
NeurIPS 2025 ·
Eun Chang
,
Zhuangqun Huang
,
Yiwei Liao
,
Sagar Ravi Bhavsar
,
Amogh Param
,
Tammy Stark
,
Adel Ahmadyan
, Xiao Yang,
Jiaqi Wang
,
Ahsan Abdullah
,
Giang Nguyen
,
Akil Iyer
,
David Hall
,
Elissa Li
,
Nicolas Scheffer
,
Ahmed Kirmani
,
Babak Damavandi
,
Rakesh Wanga
,
Anuj Kumar
,
Rohit Patel
,
Seungwhan Moon
,
Xin Luna Dong
Are Large Language Models a Good Replacement of Taxonomies?
VLDB 2024 ·
Yushi Sun
,
Xin Hao
,
Kai Sun
,
Yifan Xu
, Xiao Yang,
Xin Luna Dong
,
Nan Tang
,
Lei Chen
BPQP: A Differentiable Convex Optimization Framework for Efficient End-to-End Learning
NeurIPS 2024 ·
Jianming Pan
,
Zeqi Ye
, Xiao Yang,
Xu Yang
,
Weiqing Liu
,
Lewen Wang
,
Jiang Bian
CRAG - Comprehensive RAG Benchmark
NeurIPS 2024 · Xiao Yang,
Kai Sun
,
Hao Xin
,
Yushi Sun
,
Nikita Bhalla
,
Xiangsen Chen
,
Sajal Choudhary
,
Rongze Daniel Gui
,
Ziran Will Jiang
,
Ziyu Jiang
,
Lingkun Kong
,
Brian Moran
,
Jiaqi Wang
,
Yifan Xu
,
An Yan
,
Chenyu Yang
,
Eting Yuan
,
Hanwen Zha
,
Nan Tang
,
Lei Chen
,
Nicolas Scheffer
,
Yue Liu
,
Nirav Shah
,
Rakesh Wanga
,
Anuj Kumar
,
Scott Yih
,
Xin Dong
DuEU-Net: Dual Encoder UNet with Modality-Agnostic Training for PET-CT Multi-modal Organ and Lesion Segmentation
MICCAI 2024 ·
Jinhong Song
, Xiao Yang,
Xinglong Liang
,
Jiaju Huang
,
Junqiang Ma
,
Yue Sun
,
Wuman Luo
,
SengPeng Mok
,
Ying Wang
,
Tao Tan
GuardT2I: Defending Text-to-Image Models from Adversarial Prompts
NeurIPS 2024 ·
Yijun Yang
,
Ruiyuan Gao
, Xiao Yang,
Jianyuan Zhong
,
Qiang Xu
MVDream: Multi-view Diffusion for 3D Generation
ICLR 2024 ·
Yichun Shi
,
Peng Wang
,
Jianglong Ye
,
Long Mai
,
Kejie Li
, Xiao Yang
MagicPose: Realistic Human Poses and Facial Expressions Retargeting with Identity-aware Diffusion
ICML 2024 ·
Di Chang
,
Yichun Shi
,
Quankai Gao
,
Hongyi Xu
,
Jessica Fu
,
Guoxian Song
,
Qing Yan
,
Yizhe Zhu
, Xiao Yang,
Mohammad Soleymani
MoMA: Multimodal LLM Adapter for Fast Personalized Image Generation
ECCV 2024 ·
Kunpeng Song
,
Yizhe Zhu
,
Bingchen Liu
,
Qing Yan
,
Ahmed Elgammal
, Xiao Yang
Multi-task Framework for Myocardial Pathological Segmentation on Multi-sequence Cardiac Magnetic Resonance
MICCAI 2024 ·
Yilin Wu
, Xiao Yang,
Yongli Liu
,
Jiahao Zheng
,
Mingjing Yang