OpenKE: An Open Toolkit for Knowledge Embedding. - Xu Han 007; Shulin Cao; Xin Lv; Yankai Lin; Zhiyuan Liu 001; Maosong Sun 001; Juanzi Li (EMNLP (Demonstration), 2018)

LSTM Network Based Traffic Flow Prediction for Cellular Networks. - Shulin Cao; Wei Liu 012 (SimuTools, 2019)

Deep Learning Based Customer Churn Analysis. - Shulin Cao; Wei Liu; Yuxing Chen; Xiaoyan Zhu 005 (WCSP, 2019)

KQA Pro: A Large Diagnostic Dataset for Complex Question Answering over Knowledge Base. - Jiaxin Shi; Shulin Cao; Liangming Pan; Yutong Xiang; Lei Hou 001; Juanzi Li; Hanwang Zhang; Bin He (CoRR, 2020)

MOOCCubeX: A Large Knowledge-centered Repository for Adaptive Learning in MOOCs. - Jifan Yu; Yuquan Wang; Qingyang Zhong; Gan Luo; Yiming Mao 005; Kai Sun; Wenzheng Feng; Wei Xu 017; Shulin Cao; Kaisheng Zeng; Zijun Yao 002; Lei Hou 001; et al. (CIKM, 2021)

TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph. - Jiaxin Shi; Shulin Cao; Lei Hou 001; Juanzi Li; Hanwang Zhang (EMNLP (1), 2021)

Program Transfer and Ontology Awareness for Semantic Parsing in KBQA. - Shulin Cao; Jiaxin Shi; Zijun Yao 002; Lei Hou 001; Juanzi Li; Jinghui Xiao (CoRR, 2021)

Bisecting k-means based fingerprint indoor localization. - Yuxing Chen; Wei Liu; Haojie Zhao; Shulin Cao; Shasha Fu; Dingde Jiang (Wirel. Networks, 2021)

Systems Analysis of Mechano-Sensitive Signaling Networks Regulating Gene Expression in Cardiomyocytes and Adventitial Fibroblasts - Shulin Cao (2021)

Program Transfer for Answering Complex Questions over Knowledge Bases. - Shulin Cao; Jiaxin Shi; Zijun Yao 002; Xin Lv; Jifan Yu; Lei Hou 001; Juanzi Li; Zhiyuan Liu 001; Jinghui Xiao (ACL (1), 2022)

KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base. - Shulin Cao; Jiaxin Shi; Liangming Pan; Lunyiu Nie; Yutong Xiang; Lei Hou 001; Juanzi Li; Bin He; Hanwang Zhang (ACL (1), 2022)

Triple-as-Node Knowledge Graph and Its Embeddings. - Xin Lv; Jiaxin Shi; Shulin Cao; Lei Hou 001; Juanzi Li (DASFAA (1), 2022)

Knowledge-augmented Self-training of A Question Rewriter for Conversational Knowledge Base Question Answering. - Xirui Ke; Jing Zhang 001; Xin Lv; Yiqi Xu; Shulin Cao; Cuiping Li 001; Hong Chen 001; Juanzi Li (EMNLP (Findings), 2022)

Dependency Parsing via Sequence Generation. - Boda Lin; Zijun Yao 002; Jiaxin Shi; Shulin Cao; Binghao Tang; Si Li 001; Yong Luo; Juanzi Li; Lei Hou 001 (EMNLP (Findings), 2022)

GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation. - Lunyiu Nie; Shulin Cao; Jiaxin Shi; Jiuding Sun; Qi Tian; Lei Hou 001; Juanzi Li; Jidong Zhai (EMNLP, 2022)

Schema-Free Dependency Parsing via Sequence Generation. - Boda Lin; Zijun Yao 002; Jiaxin Shi; Shulin Cao; Binghao Tang; Si Li 001; Yong Luo; Juanzi Li; Lei Hou 001 (CoRR, 2022)

GraphQ IR: Unifying Semantic Parsing of Graph Query Language with Intermediate Representation. - Lunyiu Nie; Shulin Cao; Jiaxin Shi; Qi Tian; Lei Hou 001; Juanzi Li; Jidong Zhai (CoRR, 2022)

VisKoP: Visual Knowledge oriented Programming for Interactive Knowledge Base Question Answering. - Zijun Yao 002; Yuanyong Chen; Xin Lv; Shulin Cao; Amy Xin; Jifan Yu; Hailong Jin; Jianjun Xu; Peng Zhang 077; Lei Hou 001; Juanzi Li (ACL (demo), 2023)

KoRC: Knowledge Oriented Reading Comprehension Benchmark for Deep Text Understanding. - Zijun Yao 002; Yantao Liu; Xin Lv; Shulin Cao; Jifan Yu; Juanzi Li; Lei Hou 001 (ACL (Findings), 2023)

Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering. - Jiajie Zhang; Shulin Cao; Tingjian Zhang; Xin Lv; Juanzi Li; Lei Hou 001; Jiaxin Shi; Qi Tian (ACL (1), 2023)

FC-KBQA: A Fine-to-Coarse Composition Framework for Knowledge Base Question Answering. - Lingxi Zhang; Jing Zhang 001; Yanling Wang; Shulin Cao; Xinmei Huang; Cuiping Li 001; Hong Chen 001; Juanzi Li (ACL (1), 2023)

Improving the Consistency of Semantic Parsing in KBQA Through Knowledge Distillation. - Jun Zou; Shulin Cao; Jing Wan; Lei Hou 001; Jianjun Xu (APWeb/WAIM (3), 2023)

Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions. - Shulin Cao; Jiajie Zhang; Jiaxin Shi; Xin Lv; Zijun Yao 002; Qi Tian; Lei Hou 001; Juanzi Li (EMNLP (Findings), 2023)

Language-independent Taxonomy Derivation from Wikipedia via Multi-task Adversarial Learning. - Shulin Cao; Zijun Yao 002; Lei Hou 001; Juanzi Li (Wikidata@ISWC, 2023)

A survey on complex factual question answering. - Lingxi Zhang; Jing Zhang; Xirui Ke; Haoyang Li; Xinmei Huang; Zhonghui Shao; Shulin Cao; Xin Lv (AI Open, 2023)

How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering. - Jinxin Liu 002; Shulin Cao; Jiaxin Shi; Tingjian Zhang; Lunyiu Nie; Linmei Hu; Lei Hou 001; Juanzi Li (ACL (Findings), 2024)

Untangle the KNOT: Interweaving Conflicting Knowledge and Reasoning Skills in Large Language Models. - Yantao Liu; Zijun Yao 002; Xin Lv; Yuchen Fan; Shulin Cao; Jifan Yu; Lei Hou 001; Juanzi Li (LREC/COLING, 2024)

KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases. - Jiajie Zhang; Shulin Cao; Linmei Hu; Ling Feng; Lei Hou 001; Juanzi Li (EMNLP, 2024)

KoLA: Carefully Benchmarking World Knowledge of Large Language Models. - Jifan Yu; Xiaozhi Wang; Shangqing Tu; Shulin Cao; Daniel Zhang-Li; Xin Lv; Hao Peng 015; Zijun Yao 002; Xiaohan Zhang; Hanming Li; Chunyang Li; Zheyuan Zhang; et al. (ICLR, 2024)

Probing Structured Semantics Understanding and Generation of Language Models via Question Answering. - Jinxin Liu 002; Shulin Cao; Jiaxin Shi; Tingjian Zhang; Lei Hou 001; Juanzi Li (CoRR, 2024)

ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools. - Aohan Zeng; Bin Xu 001; Bowen Wang; Chenhui Zhang; Da Yin; Diego Rojas; Guanyu Feng; Hanlin Zhao; Hanyu Lai; Hao Yu; Hongning Wang; Jiadai Sun; et al. (CoRR, 2024)

Aligning Teacher with Student Preferences for Tailored Training Data Generation. - Yantao Liu; Zhao Zhang; Zijun Yao 002; Shulin Cao; Lei Hou 001; Juanzi Li (CoRR, 2024)

AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge Reasoning. - Amy Xin; Jinxin Liu 002; Zijun Yao 002; Zhicheng Lee; Shulin Cao; Lei Hou 001; Juanzi Li (CoRR, 2024)

SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation. - Zijun Yao 002; Weijian Qi; Liangming Pan; Shulin Cao; Linmei Hu; Weichuan Liu; Lei Hou 001; Juanzi Li (ACL (1), 2025)

LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks. - Yushi Bai; Shangqing Tu; Jiajie Zhang; Hao Peng 015; Xiaozhi Wang; Xin Lv; Shulin Cao; Jiazheng Xu; Lei Hou 001; Yuxiao Dong; Jie Tang 001; Juanzi Li (ACL (1), 2025)

LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-Context QA. - Jiajie Zhang; Yushi Bai; Xin Lv; Wanjun Gu; Danqing Liu; Minhao Zou; Shulin Cao; Lei Hou 001; Yuxiao Dong; Ling Feng; Juanzi Li (ACL (Findings), 2025)

LongReward: Improving Long-context Large Language Models with AI Feedback. - Jiajie Zhang; Zhongni Hou; Xin Lv; Shulin Cao; Zhenyu Hou; Yilin Niu; Lei Hou 001; Yuxiao Dong; Ling Feng; Juanzi Li (ACL (1), 2025)

Dynamic multi teacher knowledge distillation for semantic parsing in KBQA. - Ao Zou; Jun Zou; Shulin Cao; Jiajie Zhang; Jinxin Liu 002; Jing Wan; Lei Hou 001 (Expert Syst. Appl., 2025)

ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation. - Zhicheng Lee; Shulin Cao; Jinxin Liu 002; Jiajie Zhang; Weichuan Liu; Xiaoyin Che; Lei Hou 001; Juanzi Li (CoRR, 2025)

GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models. - Aohan Zeng; Xin Lv; Qinkai Zheng; Zhenyu Hou; Bin Chen; Chengxing Xie; Cunxiang Wang; Da Yin; Hao Zeng; Jiajie Zhang; Kedong Wang; Lucen Zhong; et al. (CoRR, 2025)