Xinyu Zhao

26 papers at tracked venues · 16 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×4 AAAI ×3 CIKM ×3 EMNLP ×3 ICLR ×2 ICML ×2 NeurIPS ×2 CVPR ×1 EACL ×1 ICCV ×1 IROS ×1 MICCAI ×1 NAACL ×1 SIGIR ×1

Frequent coauthors

Tianlong Chen

×15

Zhen Tan

×5

Jie Peng

×4

Yu Cheng

×4

Greg Durrett

×4

Song Wang

×3

Kwonjoon Lee

×3

Fangcong Yin

×3

Manya Wadhwa

×3

Kang Zhao

×3

Zhipeng Jin

×3

Yi Yang

×3

Papers

Demystify the Role of Memory in Machine Learning Engineering Agents
ACL 2026 · Xinyu Zhao,
Junpeng Wang
,
Yuzhong Chen
,
Menghai Pan
,
Chin-Chia Michael Yeh
,
Jiarui Sun
,
Yan Zheng
,
Mahashweta Das
,
Tianlong Chen
Dialogue is Better Than Monologue: Instructing Meidcal LLMs via Strategic Conversations
EACL 2026 ·
Zijie Liu
, Xinyu Zhao,
Jie Peng
,
Jinhao Duan
,
Zhuangdi Zhu
,
Qingyu Chen
,
Kaidi Xu
,
Xia Hu
,
Tianlong Chen
Learning Flexible Large Multimodal Models with Arbitrary Modality Combinations
ACL 2026 · Xinyu Zhao,
Kangqi Ni
,
Jie Peng
,
Ang Li
,
Tianlong Chen
Metacognitive Self-Correction for Multi-Agent System via Prototype-Guided Next-Execution Reconstruction
ACL 2026 ·
Xu Shen
,
Qi Zhang
,
Song Wang
,
Zhen Tan
, Xinyu Zhao,
Laura Yao
,
Vaishnav Tadiparthi
,
Hossein Nourkhiz Mahjoub
,
Ehsan Moradi-Pari
,
Kwonjoon Lee
,
Tianlong Chen
Two Heads Are Better than One: Distilling Large Language Model Features into Small Models with Feature Decomposition and Mixture
AAAI 2026 ·
Tianhao Fu
,
Xinxin Xu
,
Weichen Xu
,
Jue Chen
,
Ruilong Ren
,
Bowen Deng
, Xinyu Zhao,
Jian Cao
,
Xixin Cao
Vulnerability-Aware Robust Multimodal Adversarial Training
AAAI 2026 ·
Junrui Zhang
, Xinyu Zhao,
Jie Peng
,
Chenjie Wang
,
Jianmin Ji
,
Tianlong Chen
Bit-Flip Error Resilience in LLMs: A Comprehensive Analysis and Defense Framework
EMNLP 2025 ·
Yuhang Chen
,
Zhen Tan
,
Ajay Kumar Jaiswal
,
Huaizhi Qu
, Xinyu Zhao,
Qi Lin
,
Yu Cheng
,
Andrew Kwong
,
Zhichao Cao
,
Tianlong Chen
BrainMAP: Learning Multiple Activation Pathways in Brain Networks
AAAI 2025 ·
Song Wang
,
Zhenyu Lei
,
Zhen Tan
,
Jiaqi Ding
, Xinyu Zhao,
Yushun Dong
,
Guorong Wu
,
Tianlong Chen
,
Chen Chen
,
Aiying Zhang
,
Jundong Li
CTSG: Integrating Context and Way Topology Into Scene Graph for Zero-shot Navigation
IROS 2025 ·
Ruifei Ma
,
Yifan Xu
,
Yuze Li
,
Yanping Fang
,
Zhifei Yang
,
Jiaxing Qi
, Xinyu Zhao,
Chao Zhang
ChartMuseum: Testing Visual Reasoning Capabilities of Large Vision-Language Models
NeurIPS 2025 ·
Liyan Tang
,
Grace Kim
, Xinyu Zhao,
Thom Lake
,
Wenxuan Ding
,
Fangcong Yin
,
Prasann Singhal
,
Manya Wadhwa
,
Zeyu Leo Liu
,
Zayne Sprague
,
Ramya Namuduri
,
Bodun Hu
,
Juan Diego Rodriguez
,
Puyuan Peng
,
Greg Durrett
Convex Combination Star Shape Prior for Data-driven Image Semantic Segmentation
CVPR 2025 · Xinyu Zhao,
Jun Xie
,
Shengzhe Chen
,
Jun Liu
GraphRCG: Self-Conditioned Graph Generation
CIKM 2025 ·
Song Wang
,
Zhen Tan
, Xinyu Zhao,
Tianlong Chen
,
Huan Liu
,
Jundong Li
GuideLLM: Exploring LLM-Guided Conversation with Applications in Autobiography Interviewing
NAACL 2025 ·
Jinhao Duan
, Xinyu Zhao,
Zhuoxuan Zhang
,
Eunhye Grace Ko
,
Lily Boddy
,
Chenan Wang
,
Tianhao Li
,
Alexander Rasgon
,
Junyuan Hong
,
Min Kyung Lee
,
Chenxi Yuan
,
Qi Long
,
Ying Ding
,
Tianlong Chen
,
Kaidi Xu
SABPI-Net: A Novel Structure-Aware Network for Accurate and Domain-Invariant Retinopathy of Prematurity Diagnosis
MICCAI 2025 ·
Shaobin Chen
, Xinyu Zhao,
Huazhu Fu
,
Tao Tan
,
Jiaju Huang
,
Xiangyu Xiong
,
Zhenquan Wu
,
Behdad Dashtbozorg
,
Baiying Lei
,
Guoming Zhang
,
Yue Sun
Task-Aware Resolution Optimization for Visual Large Language Models
EMNLP 2025 ·
Weiqing Luo
,
Zhen Tan
,
Yifan Li
, Xinyu Zhao,
Kwonjoon Lee
,
Behzad Dariush
,
Tianlong Chen
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning
ICLR 2025 ·
Zayne Rea Sprague
,
Fangcong Yin
,
Juan Diego Rodriguez
,
Dongwei Jiang
,
Manya Wadhwa
,
Prasann Singhal
, Xinyu Zhao,
Xi Ye
,
Kyle Mahowald
,
Greg Durrett
Towards Stabilized and Efficient Diffusion Transformers Through Long-Skip-Connections With Spectral Constraints
ICCV 2025 ·
Guanjie Chen
, Xinyu Zhao,
Yucheng Zhou
,
Xiaoye Qu
,
Tianlong Chen
,
Yu Cheng
UQ-Merge: Uncertainty Guided Multimodal Large Language Model Merging
ACL 2025 ·
Huaizhi Qu
, Xinyu Zhao,
Jie Peng
,
Kwonjoon Lee
,
Behzad Dariush
,
Tianlong Chen
Understanding Synthetic Context Extension via Retrieval Heads
ICML 2025 · Xinyu Zhao,
Fangcong Yin
,
Greg Durrett
Enhancing Baidu Multimodal Advertisement with Chinese Text-to-Image Generation via Bilingual Alignment and Caption Synthesis
SIGIR 2024 ·
Kang Zhao
, Xinyu Zhao,
Zhipeng Jin
,
Yi Yang
,
Wen Tao
,
Cong Han
,
Shuanglong Li
,
Lin Liu
Learning to Refine with Fine-Grained Natural Language Feedback
EMNLP 2024 ·
Manya Wadhwa
, Xinyu Zhao,
Junyi Jessy Li
,
Greg Durrett
MoE-RBench: Towards Building Reliable Language Models with Sparse Mixture-of-Experts
ICML 2024 ·
Guanjie Chen
, Xinyu Zhao,
Tianlong Chen
,
Yu Cheng
Model-GLUE: Democratized LLM Scaling for A Large Model Zoo in the Wild
NeurIPS 2024 · Xinyu Zhao,
Guoheng Sun
,
Ruisi Cai
,
Yukun Zhou
,
Pingzhi Li
,
Peihao Wang
,
Bowen Tan
,
Yexiao He
,
Li Chen
,
Yi Liang
,
Beidi Chen
,
Binhang Yuan
,
Hongyi Wang
,
Ang Li
,
Zhangyang Wang
,
Tianlong Chen
Multi-Stage Refined Visual Captioning for Baidu Ad Creatives Generation
CIKM 2024 ·
Yi Yang
, Xinyu Zhao,
Kang Zhao
,
Zhipeng Jin
,
Wen Tao
,
Lin Liu
,
Shuanglong Li
Scaling Vison-Language Foundation Model to 12 Billion Parameters in Baidu Dynamic Image Advertising
CIKM 2024 · Xinyu Zhao,
Kang Zhao
,
Zhipeng Jin
,
Yi Yang
,
Wen Tao
,
Xiaodong Chen
,
Cong Han
,
Shuanglong Li
,
Lin Liu
Sparse MoE with Language Guided Routing for Multilingual Machine Translation
ICLR 2024 · Xinyu Zhao,
Xuxi Chen
,
Yu Cheng
,
Tianlong Chen