Xun Zhou

25 papers at tracked venues · 20 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

NeurIPS ×6 AAAI ×4 ICLR ×4 ICML ×3 CIKM ×1 EMNLP ×1 IROS ×1 PPSN ×1 SIGIR ×1 SIGKDD ×1 WACV ×1 WWW ×1

Frequent coauthors

Yutao Zeng

×6

Defa Zhu

×4

Qiyang Min

×4

Zheng Chai

×3

Yuchao Zheng

×3

Zihao Huang

×3

Hongzhi Huang

×3

Hui Lu

×2

Xunhao Lai

×2

Jianqiao Lu

×2

Yao Luo

×2

Yiyuan Ma

×2

Papers

IndexTTS2: A Breakthrough in Emotionally Expressive and Duration-Controlled Auto-Regressive Zero-Shot Text-to-Speech
AAAI 2026 ·
Siyi Zhou
,
Yiquan Zhou
,
Yi He
, Xun Zhou,
Jinchao Wang
,
Wei Deng
,
Jingchen Shu
Population-Aware Contrastive Surrogates for Expensive Multiobjective Optimization
PPSN 2026 ·
Songbai Liu
, Xun Zhou,
Hao Sun
,
Lijia Ma
,
Qiuzhen Lin
,
Jianyong Chen
Sparse Poisson Gamma Belief Networks for High-Dimensional Sparse Count Data
AAAI 2026 ·
Rui Huang
,
Dian Meng
, Xun Zhou,
Sikun Yang
Adaptive Domain Scaling for Personalized Sequential Modeling in Recommenders
SIGIR 2025 ·
Zheng Chai
,
Hui Lu
,
Di Chen
,
Qin Ren
,
Yuchao Zheng
, Xun Zhou
Design Principle Transfer in Neural Architecture Search via Large Language Models
AAAI 2025 · Xun Zhou,
Xingyu Wu
,
Liang Feng
,
Zhichao Lu
,
Kay Chen Tan
Expert Race: A Flexible Routing Strategy for Scaling Diffusion Transformer with Mixture of Experts
ICML 2025 ·
Yike Yuan
,
Ziyu Wang
,
Zihao Huang
,
Defa Zhu
, Xun Zhou,
Jingyi Yu
,
Qiyang Min
FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference
ICLR 2025 ·
Xunhao Lai
,
Jianqiao Lu
,
Yao Luo
,
Yiyuan Ma
, Xun Zhou
HybridNorm: Towards Stable and Efficient Transformer Training via Hybrid Normalization
NeurIPS 2025 ·
Zhijian Zhuo
,
Yutao Zeng
,
Ya Wang
,
Sijun Zhang
,
Xiaoqing Li
,
Jian Yang
, Xun Zhou,
Jinwen Ma
Hyper-Connections
ICLR 2025 ·
Defa Zhu
,
Hongzhi Huang
,
Zihao Huang
,
Yutao Zeng
,
Yunyao Mao
,
Banggu Wu
,
Qiyang Min
, Xun Zhou
Large Memory Network for Recommendation
WWW 2025 ·
Hui Lu
,
Zheng Chai
,
Yuchao Zheng
,
Zhe Chen
,
Deping Xie
,
Peng Xu
, Xun Zhou,
Di Wu
MARS: Unleashing the Power of Variance Reduction for Training Large Models
ICML 2025 ·
Huizhuo Yuan
,
Yifeng Liu
,
Shuang Wu
, Xun Zhou,
Quanquan Gu
Model Merging in Pre-training of Large Language Models
NeurIPS 2025 ·
Yunshui Li
,
Yiyuan Ma
,
Shen Yan
,
Chaoyi Zhang
,
Jing Liu
,
Jianqiao Lu
,
Ziwen Xu
,
Mengzhao Chen
,
Minrui Wang
,
Shiyi Zhan
,
Jin Ma
,
Xunhao Lai
,
Yao Luo
,
Xingyan Bin
,
Hongbin Ren
,
Mingji Han
,
Wenhao Hao
,
Bairen Yi
,
LingJun Liu
,
Bole Ma
,
Xiaoying Jia
, Xun Zhou,
Liang Xiang
,
Yonghui Wu
Over-Tokenized Transformer: Vocabulary is Generally Worth Scaling
ICML 2025 ·
Hongzhi Huang
,
Defa Zhu
,
Banggu Wu
,
Yutao Zeng
,
Ya Wang
,
Qiyang Min
, Xun Zhou
Polynomial Composition Activations: Unleashing the Dynamics of Large Language Models
ICLR 2025 ·
Zhijian Zhuo
,
Ya Wang
,
Yutao Zeng
,
Xiaoqing Li
, Xun Zhou,
Jinwen Ma
PrevPredMap: Exploring Temporal Modeling with Previous Predictions for Online Vectorized HD Map Construction
WACV 2025 ·
Nan Peng
, Xun Zhou,
Mingming Wang
,
Xiaojun Yang
,
Songming Chen
,
Guisong Chen
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
Stepsize anything: A unified learning rate schedule for budgeted-iteration training
NeurIPS 2025 ·
Anda Tang
,
Yiming Dong
,
Yutao Zeng
, Xun Zhou,
Zhouchen Lin
Ultra-Sparse Memory Network
ICLR 2025 ·
Zihao Huang
,
Qiyang Min
,
Hongzhi Huang
,
Yutao Zeng
,
Defa Zhu
,
Ran Guo
, Xun Zhou
UniTraj: Learning a Universal Trajectory Foundation Model from Billion-Scale Worldwide Traces
NeurIPS 2025 ·
Yuanshao Zhu
,
James Jianqiao Yu
,
Xiangyu Zhao
, Xun Zhou,
Liang Han
,
Xuetao Wei
,
Yuxuan Liang
FT-GAN: Fine-Grained Tune Modeling for Chinese Opera Synthesis
AAAI 2024 ·
Meizhen Zheng
,
Peng Bai
,
Xiaodong Shi
, Xun Zhou,
Yiting Yan
MoTE: Reconciling Generalization with Specialization for Visual-Language to Video Knowledge Transfer
NeurIPS 2024 ·
Minghao Zhu
,
Zhengpu Wang
,
Mengxian Hu
,
Ronghao Dang
,
Xiao Lin
, Xun Zhou,
Chengju Liu
,
Qijun Chen
SNF-Feat: Semantic-Guided Negative-Sample-Free Representation Learning for Local Feature Extraction
IROS 2024 · Xun Zhou,
Qingqing Yan
,
Minghao Zhu
,
Mengxian Hu
,
Chengju Liu
,
Qijun Chen
Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment
NeurIPS 2024 ·
Xin Xiao
,
Bohong Wu
,
Jiacong Wang
,
Chunyuan Li
, Xun Zhou,
Haoyuan Guo
World to Code: Multi-modal Data Generation via Self-Instructed Compositional Captioning and Filtering
EMNLP 2024 ·
Jiacong Wang
,
Bohong Wu
,
Haiyong Jiang
, Xun Zhou,
Xin Xiao
,
Haoyuan Guo
,
Jun Xiao