Xin Liu

13 papers at tracked venues · 9 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×2 MLSys ×2 NeurIPS ×2 ACL ×1 ECCV ×1 ICLR ×1 ICML ×1 IJCAI ×1 OSDI ×1 SOSP ×1

Frequent coauthors

Haibin Lin

×6

Zhi Zhang

×3

Yichen Zhu

×3

Ningxin Zheng

×3

Ziheng Jiang

×3

Wenlei Bao

×3

Size Zheng

×3

Li-Wen Chang

×3

Yanghua Peng

×2

Guoyang Zeng

×2

Zhiyuan Liu

×2

Qi Hou

×2

Papers

OmniScale: Scaling Any Modality Model Training with Model-Centric Distributed Recipe Zoo
AAAI 2026 ·
Qianli Ma
,
Yaowei Zheng
,
Zhelun Shi
,
Zhongkai Zhao
,
Bin Jia
,
Ziyue Huang
,
Zhiqi Lin
,
Youjie Li
,
Jiacheng Yang
,
Yanghua Peng
,
Zhi Zhang
, Xin Liu
UltraEval-Audio: A Unified Framework for Comprehensive Evaluation of Audio Foundation Models
ACL 2026 ·
Qundong Shi
,
Jie Zhou
,
Biyuan Lin
,
Junbo Cui
,
Guoyang Zeng
,
Yixuan Zhou
,
Ziyang Wang
, Xin Liu,
Zhen Luo
,
Yudong Wang
,
Zhiyuan Liu
A Comprehensive Overhaul of Multimodal Assistant with Small Language Models
AAAI 2025 ·
Minjie Zhu
,
Yichen Zhu
,
Ning Liu
, Xin Liu,
Zhiyuan Xu
,
Chaomin Shen
,
Yaxin Peng
COMET: Fine-grained Computation-communication Overlapping for Mixture-of-Experts
MLSys 2025 ·
Shulai Zhang
,
Ningxin Zheng
,
Haibin Lin
,
Ziheng Jiang
,
Wenlei Bao
,
Chengquan Jiang
,
Qi Hou
,
Weihao Cui
,
Size Zheng
,
Li-Wen Chang
,
Quan Chen
, Xin Liu
DUO: No Compromise to Accuracy Degradation
NeurIPS 2025 ·
Jinda Jia
,
Cong Xie
,
Hanlin Lu
,
Fanjiang Ye
,
Hao Feng
,
Daoce Wang
,
Haibin Lin
,
Zhi Zhang
, Xin Liu
Robust LLM Training Infrastructure at ByteDance
SOSP 2025 ·
Borui Wan
,
Gaohong Liu
,
Zuquan Song
,
Jun Wang
,
Yun Zhang
,
Guangming Sheng
,
Shuguang Wang
,
Houmin Wei
,
Chenyuan Wang
,
Weiqiang Lou
,
Xi Yang
,
Mofan Zhang
,
Kaihua Jiang
,
Cheng Ren
,
Xiaoyun Zhi
,
Menghan Yu
,
Zhe Nan
,
Zhuolin Zheng
,
Baoquan Zhong
,
Qinlong Wang
,
Huan Yu
,
Jinxin Chi
,
Wang Zhang
,
Yuhan Li
,
Zixian Du
,
Sida Zhao
,
Yongqiang Zhang
,
Jingzhe Tang
,
Zherui Liu
,
Chuan Wu
,
Yanghua Peng
,
Haibin Lin
,
Wencong Xiao
, Xin Liu,
Liang Xiang
ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference
ICML 2025 ·
Hanshi Sun
,
Li-Wen Chang
,
Wenlei Bao
,
Size Zheng
,
Ningxin Zheng
, Xin Liu,
Harry Dong
,
Yuejie Chi
,
Beidi Chen
TileLink: Generating Efficient Compute-Communication Overlapping Kernels using Tile-Centric Primitives
MLSys 2025 ·
Size Zheng
,
Jin Fang
,
Xuegui Zheng
,
Qi Hou
,
Wenlei Bao
,
Ningxin Zheng
,
Ziheng Jiang
,
Dongyang Wang
,
Jianxi Ye
,
Haibin Lin
,
Li-Wen Chang
, Xin Liu
Understanding Stragglers in Large Model Training Using What-if Analysis
OSDI 2025 ·
Jinkun Lin
,
Ziheng Jiang
,
Zuquan Song
,
Sida Zhao
,
Menghan Yu
,
Zhanghan Wang
,
Chenyuan Wang
,
Zuocheng Shi
,
Xiang Shi
,
Wei Jia
,
Zherui Liu
,
Shuguang Wang
,
Haibin Lin
, Xin Liu,
Aurojit Panda
,
Jinyang Li
MM-SafetyBench: A Benchmark for Safety Evaluation of Multimodal Large Language Models
ECCV 2024 · Xin Liu,
Yichen Zhu
,
Jindong Gu
,
Yunshi Lan
,
Chao Yang
,
Yu Qiao
Predicting Emergent Abilities with Infinite Resolution Evaluation
ICLR 2024 ·
Shengding Hu
, Xin Liu,
Xu Han
,
Xinrong Zhang
,
Chaoqun He
,
Weilin Zhao
,
Yankai Lin
,
Ning Ding
,
Zebin Ou
,
Guoyang Zeng
,
Zhiyuan Liu
,
Maosong Sun
SDP4Bit: Toward 4-bit Communication Quantization in Sharded Data Parallelism for LLM Training
NeurIPS 2024 ·
Jinda Jia
,
Cong Xie
,
Hanlin Lu
,
Daoce Wang
,
Hao Feng
,
Chengming Zhang
,
Baixi Sun
,
Haibin Lin
,
Zhi Zhang
, Xin Liu,
Dingwen Tao
Safety of Multimodal Large Language Models on Images and Text
IJCAI 2024 · Xin Liu,
Yichen Zhu
,
Yunshi Lan
,
Chao Yang
,
Yu Qiao