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Junda Wu
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 28
Top Topics
Language Understanding
Dialog Systems
Causal Inference
Language Model
Top Venues
CoRR
ACM Multimedia
ACL (Findings)
KDD
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Publications
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An Yan
,
Zhengyuan Yang
,
Junda Wu
,
Wanrong Zhu
,
Jianwei Yang
,
Linjie Li
,
Kevin Lin
,
Jianfeng Wang
,
Julian J. McAuley
,
Jianfeng Gao
,
Lijuan Wang
List Items One by One: A New Data Source and Learning Paradigm for Multimodal LLMs.
CoRR
(2024)
Kaige Xie
,
Tong Yu
,
Haoliang Wang
,
Junda Wu
,
Handong Zhao
,
Ruiyi Zhang
,
Kanak Mahadik
,
Ani Nenkova
,
Mark O. Riedl
Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer in Prompt Tuning.
EACL (1)
(2024)
Junda Wu
,
Zachary Novack
,
Amit Namburi
,
Jiaheng Dai
,
Hao-Wen Dong
,
Zhouhang Xie
,
Carol Chen
,
Julian J. McAuley
Futga: Towards Fine-grained Music Understanding through Temporally-enhanced Generative Augmentation.
CoRR
(2024)
Junda Wu
,
Cheng-Chun Chang
,
Tong Yu
,
Zhankui He
,
Jianing Wang
,
Yupeng Hou
,
Julian J. McAuley
CoRAL: Collaborative Retrieval-Augmented Large Language Models Improve Long-tail Recommendation.
CoRR
(2024)
Xu Liu
,
Tong Yu
,
Kaige Xie
,
Junda Wu
,
Shuai Li
Interact with the Explanations: Causal Debiased Explainable Recommendation System.
WSDM
(2024)
Junda Wu
,
Tong Yu
,
Xiang Chen
,
Haoliang Wang
,
Ryan A. Rossi
,
Sungchul Kim
,
Anup B. Rao
,
Julian J. McAuley
DeCoT: Debiasing Chain-of-Thought for Knowledge-Intensive Tasks in Large Language Models via Causal Intervention.
ACL (1)
(2024)
Jianing Wang
,
Junda Wu
,
Yupeng Hou
,
Yao Liu
,
Ming Gao
,
Julian J. McAuley
InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment.
ACL (Findings)
(2024)
Junda Wu
,
Xintong Li
,
Tong Yu
,
Yu Wang
,
Xiang Chen
,
Jiuxiang Gu
,
Lina Yao
,
Jingbo Shang
,
Julian J. McAuley
CoMMIT: Coordinated Instruction Tuning for Multimodal Large Language Models.
CoRR
(2024)
Xiaoyu Liu
,
Paiheng Xu
,
Junda Wu
,
Jiaxin Yuan
,
Yifan Yang
,
Yuhang Zhou
,
Fuxiao Liu
,
Tianrui Guan
,
Haoliang Wang
,
Tong Yu
,
Julian J. McAuley
,
Wei Ai
,
Furong Huang
Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey.
CoRR
(2024)
Jianing Wang
,
Junda Wu
,
Yupeng Hou
,
Yao Liu
,
Ming Gao
,
Julian J. McAuley
InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment.
CoRR
(2024)
Junda Wu
,
Cheng-Chun Chang
,
Tong Yu
,
Zhankui He
,
Jianing Wang
,
Yupeng Hou
,
Julian J. McAuley
CoRAL: Collaborative Retrieval-Augmented Large Language Models Improve Long-tail Recommendation.
KDD
(2024)
Yu Xia
,
Junda Wu
,
Tong Yu
,
Sungchul Kim
,
Ryan A. Rossi
,
Shuai Li
User-Regulation Deconfounded Conversational Recommender System with Bandit Feedback.
KDD
(2023)
Kaige Xie
,
Tong Yu
,
Haoliang Wang
,
Junda Wu
,
Handong Zhao
,
Ruiyi Zhang
,
Kanak Mahadik
,
Ani Nenkova
,
Mark O. Riedl
Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer.
CoRR
(2023)
Rui Wang
,
Tong Yu
,
Junda Wu
,
Handong Zhao
,
Sungchul Kim
,
Ruiyi Zhang
,
Subrata Mitra
,
Ricardo Henao
Federated Domain Adaptation for Named Entity Recognition via Distilling with Heterogeneous Tag Sets.
ACL (Findings)
(2023)
Ziao Wang
,
Yuhang Li
,
Junda Wu
,
Jaehyeon Soon
,
Xiaofeng Zhang
FinVis-GPT: A Multimodal Large Language Model for Financial Chart Analysis.
CoRR
(2023)
Junda Wu
,
Tong Yu
,
Rui Wang
,
Zhao Song
,
Ruiyi Zhang
,
Handong Zhao
,
Chaochao Lu
,
Shuai Li
,
Ricardo Henao
InfoPrompt: Information-Theoretic Soft Prompt Tuning for Natural Language Understanding.
CoRR
(2023)
Junda Wu
,
Tong Yu
,
Rui Wang
,
Zhao Song
,
Ruiyi Zhang
,
Handong Zhao
,
Chaochao Lu
,
Shuai Li
,
Ricardo Henao
InfoPrompt: Information-Theoretic Soft Prompt Tuning for Natural Language Understanding.
NeurIPS
(2023)
Raj Desai
,
Marko Cvetkovic
,
Junda Wu
,
Georgios Papaioannou
,
Riender Happee
Computationally efficient human body modelling for real time motion comfort assessment.
CoRR
(2023)
Ziao Wang
,
Jianning Wang
,
Junda Wu
,
Xiaofeng Zhang
An Effective Data Creation Pipeline to Generate High-quality Financial Instruction Data for Large Language Model.
CoRR
(2023)
Junda Wu
,
Haoliang Wang
,
Tong Yu
,
Gang Wu
,
Stefano Petrangeli
,
Handong Zhao
,
Sungchul Kim
,
Viswanathan Swaminathan
Content-aware Progressive Image Compression and Syncing.
ISM
(2023)
Qizhi Li
,
Canzhe Zhao
,
Tong Yu
,
Junda Wu
,
Shuai Li
Clustering of conversational bandits with posterior sampling for user preference learning and elicitation.
User Model. User Adapt. Interact.
33 (5) (2023)
Junda Wu
,
Rui Wang
,
Handong Zhao
,
Ruiyi Zhang
,
Chaochao Lu
,
Shuai Li
,
Ricardo Henao
Few-Shot Composition Learning for Image Retrieval with Prompt Tuning.
AAAI
(2023)
Junda Wu
,
Rui Wang
,
Tong Yu
,
Ruiyi Zhang
,
Handong Zhao
,
Shuai Li
,
Ricardo Henao
,
Ani Nenkova
Context-aware Information-theoretic Causal De-biasing for Interactive Sequence Labeling.
EMNLP (Findings)
(2022)
Yong Zhuang
,
Tong Yu
,
Junda Wu
,
Shiqu Wu
,
Shuai Li
Spatial-Temporal Aligned Multi-Agent Learning for Visual Dialog Systems.
ACM Multimedia
(2022)
Junda Wu
,
Zhihui Xie
,
Tong Yu
,
Handong Zhao
,
Ruiyi Zhang
,
Shuai Li
Dynamics-Aware Adaptation for Reinforcement Learning Based Cross-Domain Interactive Recommendation.
SIGIR
(2022)
Junda Wu
,
Canzhe Zhao
,
Tong Yu
,
Jingyang Li
,
Shuai Li
Clustering of Conversational Bandits for User Preference Learning and Elicitation.
CIKM
(2021)
Junda Wu
,
Tong Yu
,
Shuai Li
Deconfounded and Explainable Interactive Vision-Language Retrieval of Complex Scenes.
ACM Multimedia
(2021)
Yaping Zheng
,
Junda Wu
,
Xiaofeng Zhang
,
Xiaowen Chu
Graph-DPP: Sampling Diverse Neighboring Nodes via Determinantal Point Process.
WI/IAT
(2020)