Shulin Cao

53 papers A* 3A 1Journal 25Unranked 23
YearRankTypeTitle / Venue / Authors
2025 — conf
AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge Reasoning.
KDD (2)
Amy Xin, Jinxin Liu, Zijun Yao, Zhicheng Lee, Shulin Cao, Lei Hou, Juanzi Li
2025 J jnl
Dynamic multi teacher knowledge distillation for semantic parsing in KBQA.
Expert Syst. Appl.
Ao Zou, Jun Zou, Shulin Cao, Jiajie Zhang, Jinxin Liu, Jing Wan, Lei Hou
2025 — conf
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks.
ACL (1)
Yushi Bai, Shangqing Tu, Jiajie Zhang, Hao Peng, Xiaozhi Wang, Xin Lv, Shulin Cao, Jiazheng Xu, Lei Hou, Yuxiao Dong, Jie Tang, Juanzi Li
2025 — conf
LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-Context QA.
ACL (Findings)
Jiajie Zhang, Yushi Bai, Xin Lv, Wanjun Gu, Danqing Liu, Minhao Zou, Shulin Cao, Lei Hou, Yuxiao Dong, Ling Feng, Juanzi Li
2025 — conf
LongReward: Improving Long-context Large Language Models with AI Feedback.
ACL (1)
Jiajie Zhang, Zhongni Hou, Xin Lv, Shulin Cao, Zhenyu Hou, Yilin Niu, Lei Hou, Yuxiao Dong, Ling Feng, Juanzi Li
2025 J jnl
ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation.
CoRR
Zhicheng Lee, Shulin Cao, Jinxin Liu, Jiajie Zhang, Weichuan Liu, Xiaoyin Che, Lei Hou, Juanzi Li
2025 — conf
SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation.
ACL (1)
Zijun Yao, Weijian Qi, Liangming Pan, Shulin Cao, Linmei Hu, Weichuan Liu, Lei Hou, Juanzi Li
2024 J jnl
Aligning Teacher with Student Preferences for Tailored Training Data Generation.
CoRR
Yantao Liu, Zhao Zhang, Zijun Yao, Shulin Cao, Lei Hou, Juanzi Li
2024 J jnl
AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge Reasoning.
CoRR
Amy Xin, Jinxin Liu, Zijun Yao, Zhicheng Lee, Shulin Cao, Lei Hou, Juanzi Li
2024 J jnl
ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools.
CoRR
Aohan Zeng, Bin Xu, Bowen Wang, Chenhui Zhang, Da Yin, Diego Rojas, Guanyu Feng, Hanlin Zhao, Hanyu Lai, Hao Yu, Hongning Wang, Jiadai Sun, Jiajie Zhang, Jiale Cheng, Jiayi Gui, Jie Tang, Jing Zhang, Juanzi Li, Lei Zhao, Lindong Wu, Lucen Zhong, Mingdao Liu, Minlie Huang, Peng Zhang, Qinkai Zheng, Rui Lu, Shuaiqi Duan, Shudan Zhang, Shulin Cao, Shuxun Yang, Weng Lam Tam, Wenyi Zhao, Xiao Liu, Xiao Xia, Xiaohan Zhang, Xiaotao Gu, Xin Lv, Xinghan Liu, Xinyi Liu, Xinyue Yang, Xixuan Song, Xunkai Zhang, Yifan An, Yifan Xu, Yilin Niu, Yuantao Yang, Yueyan Li, Yushi Bai, Yuxiao Dong, Zehan Qi, Zhaoyu Wang, Zhen Yang, Zhengxiao Du, Zhenyu Hou, Zihan Wang
2024 — conf
How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering.
ACL (Findings)
Jinxin Liu, Shulin Cao, Jiaxin Shi, Tingjian Zhang, Lunyiu Nie, Linmei Hu, Lei Hou, Juanzi Li
2024 A* conf
KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases.
EMNLP
Jiajie Zhang, Shulin Cao, Linmei Hu, Ling Feng, Lei Hou, Juanzi Li
2024 J jnl
KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases.
CoRR
Jiajie Zhang, Shulin Cao, Linmei Hu, Ling Feng, Lei Hou, Juanzi Li
2024 A* conf
KoLA: Carefully Benchmarking World Knowledge of Large Language Models.
ICLR
Jifan Yu, Xiaozhi Wang, Shangqing Tu, Shulin Cao, Daniel Zhang-Li, Xin Lv, Hao Peng, Zijun Yao, Xiaohan Zhang, Hanming Li, Chunyang Li, Zheyuan Zhang, Yushi Bai, Yantao Liu, Amy Xin, Kaifeng Yun, Linlu Gong, Nianyi Lin, Jianhui Chen, Zhili Wu, Yunjia Qi, Weikai Li, Yong Guan, Kaisheng Zeng, Ji Qi, Hailong Jin, Jinxin Liu, Yu Gu, Yuan Yao, Ning Ding, Lei Hou, Zhiyuan Liu, Bin Xu, Jie Tang, Juanzi Li
2024 J jnl
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks.
CoRR
Yushi Bai, Shangqing Tu, Jiajie Zhang, Hao Peng, Xiaozhi Wang, Xin Lv, Shulin Cao, Jiazheng Xu, Lei Hou, Yuxiao Dong, Jie Tang, Juanzi Li
2024 J jnl
LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-context QA.
CoRR
Jiajie Zhang, Yushi Bai, Xin Lv, Wanjun Gu, Danqing Liu, Minhao Zou, Shulin Cao, Lei Hou, Yuxiao Dong, Ling Feng, Juanzi Li
2024 J jnl
LongReward: Improving Long-context Large Language Models with AI Feedback.
CoRR
Jiajie Zhang, Zhongni Hou, Xin Lv, Shulin Cao, Zhenyu Hou, Yilin Niu, Lei Hou, Yuxiao Dong, Ling Feng, Juanzi Li
2024 J jnl
Probing Structured Semantics Understanding and Generation of Language Models via Question Answering.
CoRR
Jinxin Liu, Shulin Cao, Jiaxin Shi, Tingjian Zhang, Lei Hou, Juanzi Li
2024 J jnl
SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation.
CoRR
Zijun Yao, Weijian Qi, Liangming Pan, Shulin Cao, Linmei Hu, Weichuan Liu, Lei Hou, Juanzi Li
2024 — conf
Untangle the KNOT: Interweaving Conflicting Knowledge and Reasoning Skills in Large Language Models.
LREC/COLING
Yantao Liu, Zijun Yao, Xin Lv, Yuchen Fan, Shulin Cao, Jifan Yu, Lei Hou, Juanzi Li
2024 J jnl
Untangle the KNOT: Interweaving Conflicting Knowledge and Reasoning Skills in Large Language Models.
CoRR
Yantao Liu, Zijun Yao, Xin Lv, Yuchen Fan, Shulin Cao, Jifan Yu, Lei Hou, Juanzi Li
2023 J jnl
A survey on complex factual question answering.
AI Open
Lingxi Zhang, Jing Zhang, Xirui Ke, Haoyang Li, Xinmei Huang, Zhonghui Shao, Shulin Cao, Xin Lv
2023 — conf
FC-KBQA: A Fine-to-Coarse Composition Framework for Knowledge Base Question Answering.
ACL (1)
Lingxi Zhang, Jing Zhang, Yanling Wang, Shulin Cao, Xinmei Huang, Cuiping Li, Hong Chen, Juanzi Li
2023 J jnl
FC-KBQA: A Fine-to-Coarse Composition Framework for Knowledge Base Question Answering.
CoRR
Lingxi Zhang, Jing Zhang, Yanling Wang, Shulin Cao, Xinmei Huang, Cuiping Li, Hong Chen, Juanzi Li
2023 — conf
Improving the Consistency of Semantic Parsing in KBQA Through Knowledge Distillation.
APWeb/WAIM (3)
Jun Zou, Shulin Cao, Jing Wan, Lei Hou, Jianjun Xu
2023 J jnl
KoLA: Carefully Benchmarking World Knowledge of Large Language Models.
CoRR
Jifan Yu, Xiaozhi Wang, Shangqing Tu, Shulin Cao, Daniel Zhang-Li, Xin Lv, Hao Peng, Zijun Yao, Xiaohan Zhang, Hanming Li, Chunyang Li, Zheyuan Zhang, Yushi Bai, Yantao Liu, Amy Xin, Nianyi Lin, Kaifeng Yun, Linlu Gong, Jianhui Chen, Zhili Wu, Yunjia Qi, Weikai Li, Yong Guan, Kaisheng Zeng, Ji Qi, Hailong Jin, Jinxin Liu, Yu Gu, Yuan Yao, Ning Ding, Lei Hou, Zhiyuan Liu, Bin Xu, Jie Tang, Juanzi Li
2023 — conf
KoRC: Knowledge Oriented Reading Comprehension Benchmark for Deep Text Understanding.
ACL (Findings)
Zijun Yao, Yantao Liu, Xin Lv, Shulin Cao, Jifan Yu, Juanzi Li, Lei Hou
2023 J jnl
KoRC: Knowledge oriented Reading Comprehension Benchmark for Deep Text Understanding.
CoRR
Zijun Yao, Yantao Liu, Xin Lv, Shulin Cao, Jifan Yu, Lei Hou, Juanzi Li
2023 — conf
Language-independent Taxonomy Derivation from Wikipedia via Multi-task Adversarial Learning.
Wikidata@ISWC
Shulin Cao, Zijun Yao, Lei Hou, Juanzi Li
2023 — conf
Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions.
EMNLP (Findings)
Shulin Cao, Jiajie Zhang, Jiaxin Shi, Xin Lv, Zijun Yao, Qi Tian, Lei Hou, Juanzi Li
2023 J jnl
Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions.
CoRR
Shulin Cao, Jiajie Zhang, Jiaxin Shi, Xin Lv, Zijun Yao, Qi Tian, Juanzi Li, Lei Hou
2023 — conf
Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering.
ACL (1)
Jiajie Zhang, Shulin Cao, Tingjian Zhang, Xin Lv, Juanzi Li, Lei Hou, Jiaxin Shi, Qi Tian
2023 J jnl
Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering.
CoRR
Jiajie Zhang, Shulin Cao, Tingjian Zhang, Xin Lv, Jiaxin Shi, Qi Tian, Juanzi Li, Lei Hou
2023 — conf
VisKoP: Visual Knowledge oriented Programming for Interactive Knowledge Base Question Answering.
ACL (demo)
Zijun Yao, Yuanyong Chen, Xin Lv, Shulin Cao, Amy Xin, Jifan Yu, Hailong Jin, Jianjun Xu, Peng Zhang, Lei Hou, Juanzi Li
2023 J jnl
VisKoP: Visual Knowledge oriented Programming for Interactive Knowledge Base Question Answering.
CoRR
Zijun Yao, Yuanyong Chen, Xin Lv, Shulin Cao, Amy Xin, Jifan Yu, Hailong Jin, Jianjun Xu, Peng Zhang, Lei Hou, Juanzi Li
2022 — conf
Dependency Parsing via Sequence Generation.
EMNLP (Findings)
Boda Lin, Zijun Yao, Jiaxin Shi, Shulin Cao, Binghao Tang, Si Li, Yong Luo, Juanzi Li, Lei Hou
2022 J jnl
GraphQ IR: Unifying Semantic Parsing of Graph Query Language with Intermediate Representation.
CoRR
Lunyiu Nie, Shulin Cao, Jiaxin Shi, Qi Tian, Lei Hou, Juanzi Li, Jidong Zhai
2022 A* conf
GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation.
EMNLP
Lunyiu Nie, Shulin Cao, Jiaxin Shi, Jiuding Sun, Qi Tian, Lei Hou, Juanzi Li, Jidong Zhai
2022 — conf
KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base.
ACL (1)
Shulin Cao, Jiaxin Shi, Liangming Pan, Lunyiu Nie, Yutong Xiang, Lei Hou, Juanzi Li, Bin He, Hanwang Zhang
2022 — conf
Knowledge-augmented Self-training of A Question Rewriter for Conversational Knowledge Base Question Answering.
EMNLP (Findings)
Xirui Ke, Jing Zhang, Xin Lv, Yiqi Xu, Shulin Cao, Cuiping Li, Hong Chen, Juanzi Li
2022 — conf
Program Transfer for Answering Complex Questions over Knowledge Bases.
ACL (1)
Shulin Cao, Jiaxin Shi, Zijun Yao, Xin Lv, Jifan Yu, Lei Hou, Juanzi Li, Zhiyuan Liu, Jinghui Xiao
2022 J jnl
Schema-Free Dependency Parsing via Sequence Generation.
CoRR
Boda Lin, Zijun Yao, Jiaxin Shi, Shulin Cao, Binghao Tang, Si Li, Yong Luo, Juanzi Li, Lei Hou
2022 — conf
Triple-as-Node Knowledge Graph and Its Embeddings.
DASFAA (1)
Xin Lv, Jiaxin Shi, Shulin Cao, Lei Hou, Juanzi Li
2021 J jnl
Bisecting k-means based fingerprint indoor localization.
Wirel. Networks
Yuxing Chen, Wei Liu, Haojie Zhao, Shulin Cao, Shasha Fu, Dingde Jiang
2021 A conf
MOOCCubeX: A Large Knowledge-centered Repository for Adaptive Learning in MOOCs.
CIKM
Jifan Yu, Yuquan Wang, Qingyang Zhong, Gan Luo, Yiming Mao, Kai Sun, Wenzheng Feng, Wei Xu, Shulin Cao, Kaisheng Zeng, Zijun Yao, Lei Hou, Yankai Lin, Peng Li, Jie Zhou, Bin Xu, Juanzi Li, Jie Tang, Maosong Sun
2021 J jnl
Program Transfer and Ontology Awareness for Semantic Parsing in KBQA.
CoRR
Shulin Cao, Jiaxin Shi, Zijun Yao, Lei Hou, Juanzi Li, Jinghui Xiao
2021 — —
Systems Analysis of Mechano-Sensitive Signaling Networks Regulating Gene Expression in Cardiomyocytes and Adventitial Fibroblasts
Shulin Cao
2021 — conf
TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph.
EMNLP (1)
Jiaxin Shi, Shulin Cao, Lei Hou, Juanzi Li, Hanwang Zhang
2021 J jnl
TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph.
CoRR
Jiaxin Shi, Shulin Cao, Lei Hou, Juanzi Li, Hanwang Zhang
2020 J jnl
KQA Pro: A Large Diagnostic Dataset for Complex Question Answering over Knowledge Base.
CoRR
Jiaxin Shi, Shulin Cao, Liangming Pan, Yutong Xiang, Lei Hou, Juanzi Li, Hanwang Zhang, Bin He
2019 — conf
Deep Learning Based Customer Churn Analysis.
WCSP
Shulin Cao, Wei Liu, Yuxing Chen, Xiaoyan Zhu
2019 — conf
LSTM Network Based Traffic Flow Prediction for Cellular Networks.
SimuTools
Shulin Cao, Wei Liu
2018 — conf
OpenKE: An Open Toolkit for Knowledge Embedding.
EMNLP (Demonstration)
Xu Han, Shulin Cao, Xin Lv, Yankai Lin, Zhiyuan Liu, Maosong Sun, Juanzi Li