Xinyu Zhao
20 papers · 2021–2026 · 11 venues · across top CS/AI venues
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Artificial Intelligence
(16)
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(11)
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(9)
Natural Language Processing
(8)
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large language model
(6)
mixture of expert
(4)
model merging
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model compression
(1)
semantic segmentation
(1)
adversarial robustness
(1)
zero-shot learning
(1)
image generation
(1)
transfer learning
(1)
uncertainty quantification
(1)
symbolic reasoning
(1)
video generation
(1)
logical reasoning
(1)
model robustness
(1)
knowledge distillation
(1)
weakly supervised learning
(1)
natural language inference
(1)
prompt engineering
(1)
text generation
(1)
few-shot learning
(1)
Papers
Dialogue is Better Than Monologue: Instructing Meidcal LLMs via Strategic Conversations
EACL 2026
Two Heads Are Better than One: Distilling Large Language Model Features into Small Models with Feature Decomposition and Mixture
AAAI 2026
Vulnerability-Aware Robust Multimodal Adversarial Training
AAAI 2026
Bit-Flip Error Resilience in LLMs: A Comprehensive Analysis and Defense Framework
EMNLP 2025
BrainMAP: Learning Multiple Activation Pathways in Brain Networks
AAAI 2025
Convex Combination Star Shape Prior for Data-driven Image Semantic Segmentation
CVPR 2025
GuideLLM: Exploring LLM-Guided Conversation with Applications in Autobiography Interviewing
NAACL 2025
SABPI-Net: A Novel Structure-Aware Network for Accurate and Domain-Invariant Retinopathy of Prematurity Diagnosis
MICCAI 2025
Task-Aware Resolution Optimization for Visual Large Language Models
EMNLP 2025
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning
ICLR 2025
Towards Stabilized and Efficient Diffusion Transformers through Long-Skip-Connections with Spectral Constraints
ICCV 2025
Understanding Synthetic Context Extension via Retrieval Heads
ICML 2025
UQ-Merge: Uncertainty Guided Multimodal Large Language Model Merging
ACL 2025
Model-GLUE: Democratized LLM Scaling for A Large Model Zoo in the Wild
NeurIPS 2024
MoE-RBench: Towards Building Reliable Language Models with Sparse Mixture-of-Experts
ICML 2024
Learning to Refine with Fine-Grained Natural Language Feedback
EMNLP 2024
Sparse MoE with Language Guided Routing for Multilingual Machine Translation
ICLR 2024
PersLEARN: Research Training through the Lens of Perspective Cultivation
ACL 2023
Effective Distant Supervision for Temporal Relation Extraction
EACL 2021
Flexible Generation of Natural Language Deductions
EMNLP 2021