Haozhe Zhao
15 papers · 2023–2026 · 7 venues · across top CS/AI venues
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Research topics
Artificial Intelligence
(11)
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Deep Learning
(9)
Machine Learning
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Natural Language Processing
(6)
Learning Types Β· Deep Learning
(6)
Learning Types Β· Machine Learning
(4)
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Optimization & Theory
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Computer Vision
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Keywords
large language model
(4)
vision-language model
(3)
semantic parsing
(2)
instruction tuning
(2)
reinforcement learning
(2)
multimodal learning
(2)
instruction following
(2)
in-context learning
(2)
hallucination reduction
(2)
uncertainty quantification
(1)
named entity recognition
(1)
curriculum learning
(1)
zero-shot learning
(1)
text representation
(1)
prompt engineering
(1)
question answering
(1)
decision making
(1)
embodied ai
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pseudo labeling
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image editing
(1)
Papers
A Goal Without a Plan Is Just a Wish: Efficient and Effective Global Planner Training for Long-Horizon Agent Task
ACL 2026
Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning
AAAI 2026
Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering
ACL 2025
A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegrained Image Generation
ICLR 2025
GATEAU: Selecting Influential Samples for Long Context Alignment
EMNLP 2025
Looking Beyond Text: Reducing Language Bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance
EMNLP 2025
MMEvalPro: Calibrating Multimodal Benchmarks Towards Trustworthy and Efficient Evaluation
NAACL 2025
Rethinking Semantic Parsing for Large Language Models: Enhancing LLM Performance with Semantic Hints
ACL 2025
An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models
ECCV 2024
Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative Learning
ACL 2024
Mitigating Language-Level Performance Disparity in mPLMs via Teacher Language Selection and Cross-lingual Self-Distillation
NAACL 2024
MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning
ICLR 2024
PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain
ACL 2024
UltraEdit: Instruction-based Fine-Grained Image Editing at Scale
NeurIPS 2024
Coarse-to-Fine Dual Encoders are Better Frame Identification Learners
EMNLP 2023