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Shuofei Qiao

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

19

Venues

6

Active years

2022–2026

Best venue rank

A*

Where they publish

Papers

19 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIWhy Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study.Yuqi Zhu, Yi Zhong, Jintian Zhang, Ziheng Zhang, Shuofei Qiao, Yujie Luo, Lun Du, Da Zheng, Ningyu Zhang, Huajun Chen
2026ACLMemp: Exploring Agent Procedural Memory.Runnan Fang, Yuan Liang, Xiaobin Wang, Jialong Wu, Shuofei Qiao, Pengjun Xie, Fei Huang, Huajun Chen, Ningyu Zhang
2026ACLKnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality.Baochang Ren, Shuofei Qiao, Ningyu Zhang, Da Zheng, Huajun Chen
2026ACLMitigating Context Interference for Reliable and Efficient Search Agents.Boyang Xue, Bin Wu, Shuofei Qiao, Sheng Wang, Rui Wang, Yiming Du, Hongru Wang, Jeff Z. Pan, Emine Yilmaz, Kam-Fai Wong, Aldo Lipani
2025ACLSynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement.Runnan Fang, Xiaobin Wang, Yuan Liang, Shuofei Qiao, Jialong Wu, Zekun Xi, Ningyu Zhang, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen
2025ACLGraph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning.Yuxia Geng, Runkai Zhu, Jiaoyan Chen, Jintai Chen, Xiang Chen, Zhuo Chen, Shuofei Qiao, Yuxiang Wang, Xiaoliang Xu, Sheng-Jun Huang
2025ACLOS Agents: A Survey on MLLM-based Agents for Computer, Phone and Browser Use.Xueyu Hu, Tao Xiong, Biao Yi, Zishu Wei, Ruixuan Xiao, Yurun Chen, Jiasheng Ye, Meiling Tao, Xiangxin Zhou, Ziyu Zhao, Yuhuai Li, Shengze Xu, Shenzhi Wang, Xinchen Xu, Shuofei Qiao, Zhaokai Wang, Kun Kuang, Tieyong Zeng, Liang Wang, Jiwei Li, Yuchen Eleanor Jiang, Wangchunshu Zhou, Guoyin Wang, Keting Yin, Zhou Zhao, Hongxia Yang, Fan Wu, Shengyu Zhang, Fei Wu
2025ACLAgentic Knowledgeable Self-awareness.Shuofei Qiao, Zhisong Qiu, Baochang Ren, Xiaobin Wang, Xiangyuan Ru, Ningyu Zhang, Xiang Chen, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen
2025EMNLPLightThinker: Thinking Step-by-Step Compression.Jintian Zhang, Yuqi Zhu, Mengshu Sun, Yujie Luo, Shuofei Qiao, Lun Du, Da Zheng, Huajun Chen, Ningyu Zhang
2025ICLRBenchmarking Agentic Workflow Generation.Shuofei Qiao, Runnan Fang, Zhisong Qiu, Xiaobin Wang, Ningyu Zhang, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen
2025NAACLKnowAgent: Knowledge-Augmented Planning for LLM-Based Agents.Yuqi Zhu, Shuofei Qiao, Yixin Ou, Shumin Deng, Shiwei Lyu, Yue Shen, Lei Liang, Jinjie Gu, Huajun Chen, Ningyu Zhang
2024ACLEasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models.Yixin Ou, Ningyu Zhang, Honghao Gui, Ziwen Xu, Shuofei Qiao, Runnan Fang, Lei Li, Zhen Bi, Guozhou Zheng, Huajun Chen
2024ACLAutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning.Shuofei Qiao, Ningyu Zhang, Runnan Fang, Yujie Luo, Wangchunshu Zhou, Yuchen Eleanor Jiang, Chengfei Lv, Huajun Chen
2024EMNLPKnowledge Mechanisms in Large Language Models: A Survey and Perspective.Mengru Wang, Yunzhi Yao, Ziwen Xu, Shuofei Qiao, Shumin Deng, Peng Wang, Xiang Chen, Jia-Chen Gu, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen, Ningyu Zhang
2024NAACLMaking Language Models Better Tool Learners with Execution Feedback.Shuofei Qiao, Honghao Gui, Chengfei Lv, Qianghuai Jia, Huajun Chen, Ningyu Zhang
2023AAAIOn Analyzing the Role of Image for Visual-Enhanced Relation Extraction (Student Abstract).Lei Li, Xiang Chen, Shuofei Qiao, Feiyu Xiong, Huajun Chen, Ningyu Zhang
2023ACLReasoning with Language Model Prompting: A Survey.Shuofei Qiao, Yixin Ou, Ningyu Zhang, Xiang Chen, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Huajun Chen
2023IJCAIOne Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER.Xiang Chen, Lei Li, Shuofei Qiao, Ningyu Zhang, Chuanqi Tan, Yong Jiang, Fei Huang, Huajun Chen
2022EMNLPDeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population.Ningyu Zhang, Xin Xu, Liankuan Tao, Haiyang Yu, Hongbin Ye, Shuofei Qiao, Xin Xie, Xiang Chen, Zhoubo Li, Lei Li