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Haozhe Zhao · SciRah

Researcher profile · Semantic Scholar

Haozhe Zhao

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Haozhe Zhao — researcher profile on SciRah

h-index: 15
Works: 40
Citations: 1,817

Most-cited papers

An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models
Liang Chen, Haozhe Zhao, Tianyu Liu, Shuai Bai +3 more
2024European Conference on Computer Vision800 citations
Semantic Scholar
UltraEdit: Instruction-based Fine-Grained Image Editing at Scale
Haozhe Zhao, Xiaojian Ma, Liang Chen, Shuzheng Si +6 more
2024Neural Information Processing Systems319 citations
Semantic Scholar
MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning
Haozhe Zhao, Ze-Fan Cai, Shuzheng Si, Xiaojian Ma +6 more
2023International Conference on Learning Representations226 citations Open access
Semantic Scholar
ML-Bench: Evaluating Large Language Models and Agents for Machine Learning Tasks on Repository-Level Code
Yuliang Liu, Xiangru Tang, Ze-Fan Cai, Jun-Jie Lu +22 more
202364 citations
Semantic Scholar
Towards End-to-End Embodied Decision Making via Multi-modal Large Language Model: Explorations with GPT4-Vision and Beyond
Liang Chen, Yichi Zhang, Shuhuai Ren, Haozhe Zhao +5 more
2023arXiv.org59 citations Open access
Semantic Scholar
Looking Beyond Text: Reducing Language bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance
Haozhe Zhao, Shuzheng Si, Liang Chen, Yichi Zhang +3 more
2024Conference on Empirical Methods in Natural Language Processing38 citations
Semantic Scholar
PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain
Liang Chen, Yichi Zhang, Shuhuai Ren, Haozhe Zhao +6 more
2024Annual Meeting of the Association for Computational Linguistics38 citations
Semantic Scholar
Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey
Liang Chen, Z. Wang, Shuhuai Ren, Lei Li +23 more
2024arXiv.org38 citations
Semantic Scholar
GATEAU: Selecting Influential Samples for Long Context Alignment
Shuzheng Si, Haozhe Zhao, Gang Chen, Yunshui Li +6 more
2024Conference on Empirical Methods in Natural Language Processing24 citations Open access
Semantic Scholar
Multimodal Representation Alignment for Image Generation: Text-Image Interleaved Control is Easier than You Think
Liang Chen, Shuai Bai, Wenhao Chai, Wei-Chu Xie +4 more
20252025 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)23 citations Open access
Semantic Scholar
Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering
Shuzheng Si, Haozhe Zhao, Gang Chen, Cheng Gao +8 more
2025Annual Meeting of the Association for Computational Linguistics23 citations
Semantic Scholar
A Goal Without a Plan Is Just a Wish: Efficient and Effective Global Planner Training for Long-Horizon Agent Tasks
Shuzheng Si, Haozhe Zhao, Kangyang Luo, Gang Chen +4 more
2025Annual Meeting of the Association for Computational Linguistics22 citations
Semantic Scholar
From Context to Skills: Can Language Models Learn from Context Skillfully?
Shuzheng Si, Haozhe Zhao, Yu Lei, Qingyi Wang +9 more
2026arXiv.org21 citations
Semantic Scholar
MMEvalPro: Calibrating Multimodal Benchmarks Towards Trustworthy and Efficient Evaluation
Jinsheng Huang, Liang Chen, Taian Guo, F. Zeng +12 more
2024North American Chapter of the Association for Computational Linguistics20 citations
Semantic Scholar
Step-wise Rubric Rewards for LLM Reasoning
Wei-Chu Xie, Haozhe Zhao, Wen-Pu Liu, Yong-Fu Zhu +14 more
2026arXiv.org17 citations
Semantic Scholar
ML-Bench: Large Language Models Leverage Open-source Libraries for Machine Learning Tasks
Yuliang Liu, Xiangru Tang, Ze-Fan Cai, Jun-Jie Lu +22 more
2023arXiv.org15 citations
Semantic Scholar
Removing Camouflage and Revealing Collusion: Leveraging Gang-crime Pattern in Fraudster Detection
Le-Wen Wang, Haozhe Zhao, Cunguang Feng, Wei-Qing Liu +5 more
2023Knowledge Discovery and Data Mining15 citations Open access
Semantic Scholar
Coarse-to-Fine Dual Encoders are Better Frame Identification Learners
Kaikai An, Ce Zheng, Bofei Gao, Haozhe Zhao +1 more
2023Conference on Empirical Methods in Natural Language Processing11 citations
Semantic Scholar
Crafter: A Multi-Agent Harness for Editable Scientific Figure Generation from Diverse Inputs
Haozhe Zhao, Shuzheng Si, Zhenhailong Wang, Zheng Wang +5 more
2026arXiv.org10 citations
Semantic Scholar
Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning
Shuzheng Si, Haozhe Zhao, Cheng Gao, Yu-Zhuo Bai +10 more
2025AAAI Conference on Artificial Intelligence10 citations
Semantic Scholar
MMGR: Multi-Modal Generative Reasoning Benchmark and Evaluation
Ze-Fan Cai, Haoyi Qiu, Tian-Yi Ma, Haozhe Zhao +9 more
20259 citations
Semantic Scholar
A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegrained Image Generation
Liang Chen, Sinan Tan, Ze-Fan Cai, Wei-Chu Xie +6 more
2024International Conference on Learning Representations9 citations
Semantic Scholar
FaithLens: Detecting and Explaining Faithfulness Hallucination
Shuzheng Si, Qingyi Wang, Haozhe Zhao, Yu-Zhuo Bai +7 more
2025Annual Meeting of the Association for Computational Linguistics7 citations
Semantic Scholar
Rethinking Semantic Parsing for Large Language Models: Enhancing LLM Performance with Semantic Hints
Kaikai An, Shuzheng Si, He-Lan Hu, Haozhe Zhao +3 more
2024Annual Meeting of the Association for Computational Linguistics6 citations
Semantic Scholar
Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative Learning
Shuzheng Si, He-Lan Hu, Haozhe Zhao, Shuang Zeng +3 more
2023Annual Meeting of the Association for Computational Linguistics6 citations Open access
Semantic Scholar
ML-Bench: Evaluating Large Language Models for Code Generation in Repository-Level Machine Learning Tasks
Yuliang Liu, Xiang-Ru Tang, Ze-Fan Cai, Jun-Jie Lu +146 more
4 citations
Semantic Scholar
PRESTO: Prefix-Aligned Tree Drafting for Diffusion Speculative Decoding
Zheng Wang, Zhi-Fan Ye, Qiao-Yun Cheng, Yong-Gan Fu +7 more
2026arXiv.org3 citations
Semantic Scholar
SearchAuditor: Auditing and Attributing Failures in Long-Horizon Search Agents
Zhi-Xiang Liang, Yi-Fei Liu, Yi-Dan Huang, Haozhe Zhao +4 more
20263 citations
Semantic Scholar
MENTOR: Efficient Multimodal-Conditioned Tuning for Autoregressive Vision Generation Models
Haozhe Zhao, Ze-Fan Cai, Shuzheng Si, Liang Chen +3 more
2025arXiv.org3 citations
Semantic Scholar
Mitigating Language-Level Performance Disparity in mPLMs via Teacher Language Selection and Cross-lingual Self-Distillation
Haozhe Zhao, Ze-Fan Cai, Shuzheng Si, Liang Chen +3 more
2024North American Chapter of the Association for Computational Linguistics3 citations
Semantic Scholar
Traffic Accident Prediction Methods Based on Multi-factor Models
Haozhe Zhao, G. Rao
2021Knowledge Science, Engineering and Management2 citations
Semantic Scholar
From Preferences to Prejudice: The Role of Alignment Tuning in Shaping Social Bias in Video Diffusion Models
Ze-Fan Cai, Haoyi Qiu, Haozhe Zhao, Ke Wan +5 more
2025Trans. Mach. Learn. Res.1 citations
Semantic Scholar
Selecting Influential Samples for Long Context Alignment via Homologous Models' Guidance and Contextual Awareness Measurement
Shuzheng Si, Haozhe Zhao, Gang Chen, Yunshui Li +6 more
2024arXiv.org1 citations
Semantic Scholar
Empowering MultiModal Models’ In-Context Learning Ability through Large Language Models
Wenjuan Han, Haozhe Zhao, Ze-Fan Cai
2023ACM Turing Celebration Conference1 citations Open access
Semantic Scholar
Distantly-Supervised Named Entity Recognition with Uncertainty-aware Teacher Learning and Student-student Collaborative Learning
He-Lan Hu, Shuzheng Si, Haozhe Zhao, Shuang Zeng +3 more
2023arXiv.org1 citations
Semantic Scholar
Realtime-Bench: Can Frontier Models Solve Real-time Interactive Problems?
Jing-Yu Tang, Xu Yang, Zhe-Hao Zhang, Zheng Wang +6 more
20260 citations
Semantic Scholar
MENTOR: Efficient Autoregressive Image Generation with Balanced Multimodal Control
Haozhe Zhao, Ze-Fan Cai, Shuzheng Si, Liang Chen +4 more
2026Annual Meeting of the Association for Computational Linguistics0 citations Open access
Semantic Scholar
MENTOR: Efficient Multimodal-Conditioned Tuning for Autoregressive Vision Generation Models
Haozhe Zhao, Ze-Fan Cai, Shuzheng Si, Liang Chen +4 more
20250 citations
Semantic Scholar
Improving MLLM Training Efficiency via Stage-Aware Sparsity
Kean Shi, Liang Chen, Haozhe Zhao, Bao-Bao Chang
20250 citations
Semantic Scholar
CCAgent: Coordinating Collaborative Data Scaling for Operating System Agents via Web3
Liang Chen, Haozhe Zhao, Yin Huang, Yang Luo +7 more
2025International Conference on Information and Knowledge Management0 citations
Semantic Scholar

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