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CCUCS_Master_thesis_survey

Thesis - Agent

Paper importance conference year link
CHATEVAL: TOWARDS BETTER LLM-BASED EVALUATORS THROUGH MULTI-AGENT DEBATE 5 ICLR 2024 https://openreview.net/pdf?id=FQepisCUWu
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models site NeurlIPS 2022 https://arxiv.org/pdf/2201.11903
HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face site NeurlIPS 2023 https://proceedings.neurips.cc/paper_files/paper/2023/hash/77c33e6a367922d003ff102ffb92b658-Abstract-Conference.html
EHRAgent Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records 5 EMNLP 2024 https://arxiv.org/abs/2401.07128
ReAct: Synergizing Reasoning and Acting in Language Models site ICLR 2022 https://arxiv.org/abs/2210.03629
CogAgent: A Visual Language Model for GUI Agents 4 CVPR 2024 https://openaccess.thecvf.com/content/CVPR2024/papers/Hong_CogAgent_A_Visual_Language_Model_for_GUI_Agents_CVPR_2024_paper.pdf
VideoAgent: A Memory-augmented Multimodal Agent for Video Understanding 4 ECCV 2024 https://arxiv.org/abs/2403.11481
MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework 5 ICLR 2024 https://openreview.net/forum?id=VtmBAGCN7o
PaSa: An LLM Agent for Comprehensive Academic Paper Search 3 arxiv 2025 https://arxiv.org/abs/2501.10120
HuatuoGPT-o1, Towards Medical Complex Reasoning
with LLMs 6 arxiv 2025 https://arxiv.org/pdf/2412.18925
V∗: Guided Visual Search as a Core Mechanism in Multimodal LLMs 4 CVPR 2024 https://openaccess.thecvf.com/content/CVPR2024/papers/Wu_V_Guided_Visual_Search_as_a_Core_Mechanism_in_Multimodal_CVPR_2024_paper.pdf

Lab Meeting

Paper importance conference year link
YOLO-World: Real-Time Open-Vocabulary Object Detection 3 CVPR 2024 https://openaccess.thecvf.com/content/CVPR2024/papers/Cheng_YOLO-World_Real-Time_Open-Vocabulary_Object_Detection_CVPR_2024_paper.pdf

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