Kunpeng (KZ) Zhang

Location: VMH 4335
Time: 11:30 - 1:30 ET

Fall 2024

Date	Paper	Presenter
09/23/2024	Causal-Guided Active Learning for Debiasing Large Language Models Du et al. 2024	Wei Feng
09/16/2024	Graph Retrieval-Augmented Generation: A Survey Peng et al. 2024	Lang Song
09/09/2024	Retrieval-Augmented Generation for Large Language Models: A Survey Gao et al. 2023	Frankie Shi
08/26/2024	Mixture-of-Agents Enhances Large Language Model Capabilities Wang et al. 2024 A Survey on Large Language Model based Autonomous Agents Wang et al. 2024	Feiyu E

Spring 2024

Date	Paper	Presenter
05/13/2024	A Theory-driven Deep Learning-Based Consumer Choice Model	Dongcheng Zhang
04/29/2024	Image-based Treatment Effect Heterogeneity Connor, Fredrik, and Adel 2023	Wei Feng
04/22/2024	Predicting Returns with Text Data Ke, Kelly, and Xiu 2020	Bingze Xu
04/15/2024	Aligning Large Language Models with Human: A Survey Wang et al. 2023 Large Language Model Alignment: A Survey Shen et al. 2023	Feiyu E
04/01/2024	Reconsidering Representation Alignment for Multi-View Clustering Daniel et al. 2021	Jianping Ye
03/25/2024	Studying Large Language Model Generalization with Influence Functions Roger et al. 2023	Mingwei Sun
03/11/2024	GNN - PyG tutorial	Frankie Shi
03/04/2024	Universal Self-Consistency for Large Language Model Generation Chen et al. 2023 arXiv:2311.17311	Wei Feng

Fall 2023

Date	Paper	Presenter
09/11/2023	Measuring Consistency in Text-based Financial Forecasting Models L. Yang, Y. Ma, Y. Zhang ACL 2023	Frankie Shi
09/11/2023	A Compare-and-contrast Multistage Pipeline for Uncovering Financial Signals in Financial Reports Ju et al. ACL 2023	Frankie Shi
09/11/2023	Characterization of Stigmatizing Language in Medical Records Harrigian et al. ACL 2023	Frankie Shi
09/11/2023	Explainable Recommendation with Personalized Review Retrieval and Aspect Learning Cheng et al. ACL 2023	Wei Feng
09/11/2023	Causal Intervention and Counterfactual Reasoning for Multi-modal Fake News Detection Chen et al. ACL 2023	Wei Feng
09/18/2023	In-Context Instruction Learning Ye et al. arxiv 2023	Feiyu E
09/18/2023	Learning To Retrieve Prompts for In-Context Learning Rubin,Herzig, and Berant NAACL-HLT 2022	Feiyu E
09/18/2023	Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Wei et al. NeurIPS 2022	Zezheng Song
09/18/2023	Self-Consistency Improves Chain of Thought Reasoning in Language Models Wang et al. ICLR 2023	Zezheng Song
09/18/2023	Active Prompting with Chain-of-Thought for Large Language Models Diao et al. arXiv 2022	Zezheng Song
09/18/2023	Tree of Thoughts: Deliberate Problem Solving with Large Language Models Yao et al. arXiv 2023	Zezheng Song
09/25/2023	Job Talk (practice)	Dongcheng Zhang
09/25/2023	Motif Prediction with Graph Neural Networks Besta et al. arXiv 2022	Bingze Xu
09/25/2023	Financial Default Prediction via Motif-preserving Graph Neural Network with Curriculum Learning Wang et al. KDD 2023	Bingze Xu
10/02/2023	Fairness-Aware Graph Neural Networks: A Survey Chen et al. arXiv 2023	Lang Song
10/02/2023	A Comprehensive Survey on Trustworthy Graph Neural Networks: Privacy, Robustness, Fairness, and Explainability Dai et al. arXiv 2022	Lang Song
10/09/2023	The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester, Rami Al-Rfou, and Noah Constant arXiv 2021	Mingwei Sun
10/09/2023	LORA: Low-Rank Adaptation of Large Language Models Hu et al. arXiv 2021	Mingwei Sun
10/09/2023	QLORA: Efficient Finetuning of Quantized LLMs Tim Dettmers, Artidoro Pagnoni, and Ari Holtzman arXiv 2023	Mingwei Sun
10/16/2023	No meeting due to CIST/INFORMS	-
10/30/2023	Monophily in social networks introduces similarity among friends-of-friends Kristen M. Altenburger, Johan Ugander Nature Human Behavior 2018	Bingze Xu
10/30/2023	Job Talk (practice)	Mingwei Sun
11/06/2023	Social captial I: measurement and associations with economic mobility Raj et al. Nature 2022	Frankie Shi
11/06/2023	Social captial II: determinants of economic connectedness Raj et al. Nature 2022	Frankie Shi
11/06/2023	Adapting Text Embeddings for Causal Inference V. Veitch, D. Sridhar, D. Blei UAI 2020	Wei Feng
11/06/2023	Causal Effects of Linguistic Properties Reid et al. NAACL 2021	Wei Feng
11/20/2023	Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks Aleksandra et al. arXiv 2021 LangChain	Feiyu E