Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making. - Zijun Yao 002; Chengjiang Li; Tiansi Dong; Xin Lv; Jifan Yu; Lei Hou 001; Juanzi Li; Yichi Zhang; Zelin Dai (ACL/IJCNLP (1), 2021)

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)

Calculating biodiversity under stochastic evolutionary dynamics. - Libin Zhang; Zijun Yao 002; Bin Wu (Appl. Math. Comput., 2021)

Graph Symbiosis Learning. - Liang Zeng 002; Jin Xu 010; Zijun Yao 002; Yanqiao Zhu 001; Jian Li 015 (CoRR, 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)

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)

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)

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)

Step out of KG: Knowledge Graph Completion via Knowledgeable Retrieval and Reading Comprehension. - Xin Lv; Yankai Lin; Zijun Yao 002; Kaisheng Zeng; Jiajie Zhang; Lei Hou 001; Juanzi Li (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)

AKE-GNN: Effective Graph Learning with Adaptive Knowledge Exchange. - Liang Zeng 002; Jin Xu 010; Zijun Yao 002; Yanqiao Zhu 001; Jian Li 015 (CIKM, 2023)

LittleMu: Deploying an Online Virtual Teaching Assistant via Heterogeneous Sources Integration and Chain of Teach Prompts. - Shangqing Tu; Zheyuan Zhang; Jifan Yu; Chunyang Li; Siyu Zhang; Zijun Yao 002; Lei Hou 001; Juanzi Li (CIKM, 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)

FFAEval: Evaluating Dialogue System via Free-For-All Ranking. - Zeyao Ma; Zijun Yao 002; Jing Zhang 001; Jifan Yu; Xiaohan Zhang; Juanzi Li; Jie Tang 001 (EMNLP (Findings), 2023)

GLM-Dialog: Noise-tolerant Pre-training for Knowledge-grounded Dialogue Generation. - Jing Zhang 001; Xiaokang Zhang; Daniel Zhang-Li; Jifan Yu; Zijun Yao 002; Zeyao Ma; Yiqi Xu; Haohua Wang; Xiaohan Zhang; Nianyi Lin; Sunrui Lu; Juanzi Li; et al. (KDD, 2023)

MoocRadar: A Fine-grained and Multi-aspect Knowledge Repository for Improving Cognitive Student Modeling in MOOCs. - Jifan Yu; Mengying Lu; Qingyang Zhong; Zijun Yao 002; Shangqing Tu; Zhengshan Liao; Xiaoya Li 002; Manli Li; Lei Hou 001; Hai-Tao Zheng 002; Juanzi Li; Jie Tang 001 (SIGIR, 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)

Transferable and Efficient Non-Factual Content Detection via Probe Training with Offline Consistency Checking. - Xiaokang Zhang; Zijun Yao 002; Jing Zhang 001; Kaifeng Yun; Jifan Yu; Juanzi Li; Jie Tang 001 (ACL (1), 2024)

DiaKoP: Dialogue-based Knowledge-oriented Programming for Neural-symbolic Knowledge Base Question Answering. - Zhicheng Lee; Zhidian Huang; Zijun Yao 002; Jinxin Liu 002; Amy Xin; Lei Hou 001; Juanzi Li (CIKM, 2024)

Evaluating Generative Language Models in Information Extraction as Subjective Question Correction. - Yuchen Fan; Yantao Liu; Zijun Yao 002; Jifan Yu; Lei Hou 001; Juanzi Li (LREC/COLING, 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)

A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation. - Jifan Yu; Xiaohan Zhang; Yifan Xu; Xuanyu Lei; Zijun Yao 002; Jing Zhang 001; Lei Hou 001; Juanzi Li (LREC/COLING, 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)

Reverse That Number! Decoding Order Matters in Arithmetic Learning. - Daniel Zhang-Li; Nianyi Lin; Jifan Yu; Zheyuan Zhang; Zijun Yao 002; Xiaokang Zhang; Lei Hou 001; Jing Zhang 001; Juanzi Li (CoRR, 2024)

TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios. - Xiaokang Zhang; Jing Zhang 001; Zeyao Ma; Yang Li 074; Bohan Zhang; Guanlin Li; Zijun Yao 002; Kangli Xu; Jinchang Zhou; Daniel Zhang-Li; Jifan Yu; Shu Zhao; et al. (CoRR, 2024)

A Solution-based LLM API-using Methodology for Academic Information Seeking. - Yuanchun Wang; Jifan Yu; Zijun Yao 002; Jing Zhang 001; Yuyang Xie; Shangqing Tu; Yiyang Fu; Youhe Feng; Jinkai Zhang; Jingyao Zhang; Bowen Huang; Yuanyao Li; et al. (CoRR, 2024)

DICE: Detecting In-distribution Contamination in LLM's Fine-tuning Phase for Math Reasoning. - Shangqing Tu; Kejian Zhu; Yushi Bai; Zijun Yao 002; Lei Hou 001; Juanzi Li (CoRR, 2024)

Finding Safety Neurons in Large Language Models. - Jianhui Chen; Xiaozhi Wang; Zijun Yao 002; Yushi Bai; Lei Hou 001; Juanzi Li (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)

LLMAEL: Large Language Models are Good Context Augmenters for Entity Linking. - Amy Xin; Yunjia Qi; Zijun Yao 002; Fangwei Zhu; Kaisheng Zeng; Bin Xu 001; 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)

Pre-training Distillation for Large Language Models: A Design Space Exploration. - Hao Peng 015; Xin Lv; Yushi Bai; Zijun Yao 002; Jiajie Zhang; Lei Hou 001; Juanzi Li (ACL (1), 2025)

Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems. - Hao Peng 015; Yunjia Qi; Xiaozhi Wang; Zijun Yao 002; Bin Xu 001; Lei Hou 001; Juanzi Li (ACL (1), 2025)

TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios. - Xiaokang Zhang; Sijia Luo; Bohan Zhang; Zeyao Ma; Jing Zhang 001; Yang Li 074; Guanlin Li; Zijun Yao 002; Kangli Xu; Jinchang Zhou; Daniel Zhang-Li; Jifan Yu; et al. (ACL (Findings), 2025)

RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style. - Yantao Liu; Zijun Yao 002; Rui Min; Yixin Cao 002; Lei Hou 001; Juanzi Li (ICLR, 2025)

SoAy: A Solution-based LLM API-using Methodology for Academic Information Seeking. - Yuanchun Wang; Jifan Yu; Zijun Yao 002; Jing Zhang 001; Yuyang Xie; Shangqing Tu; Yiyang Fu; Youhe Feng; Jinkai Zhang; Jingyao Zhang; Bowen Huang; Yuanyao Li; et al. (KDD (1), 2025)

Advancing Language Model Reasoning through Reinforcement Learning and Inference Scaling. - Zhenyu Hou; Xin Lv; Rui Lu; Jiajie Zhang; Yujiang Li; Zijun Yao 002; Juanzi Li; Jie Tang 001; Yuxiao Dong (CoRR, 2025)

Pairwise RM: Perform Best-of-N Sampling with Knockout Tournament. - Yantao Liu; Zijun Yao 002; Rui Min; Yixin Cao 002; Lei Hou 001; Juanzi Li (CoRR, 2025)

Sparse Auto-Encoder Interprets Linguistic Features in Large Language Models. - Yi Jing; Zijun Yao 002; Lingxu Ran; Hongzhu Guo; Xiaozhi Wang; Lei Hou 001; Juanzi Li (CoRR, 2025)

Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks. - Yixin Cao 002; Shibo Hong; Xinze Li; Jiahao Ying; Yubo Ma; Haiyuan Liang; Yantao Liu; Zijun Yao 002; Xiaozhi Wang; Dan Huang; Wenxuan Zhang 001; Lifu Huang; et al. (CoRR, 2025)

Steering LVLMs via Sparse Autoencoder for Hallucination Mitigation. - Zhenglin Hua; Jinghan He; Zijun Yao 002; Tianxu Han; Haiyun Guo; Yuheng Jia; Junfeng Fang (CoRR, 2025)

Are Reasoning Models More Prone to Hallucination? - Zijun Yao 002; Yantao Liu; Yanxu Chen; Jianhui Chen; Junfeng Fang; Lei Hou 001; Juanzi Li; Tat-Seng Chua (CoRR, 2025)

How does Transformer Learn Implicit Reasoning? - Jiaran Ye; Zijun Yao 002; Zhidian Huang; Liangming Pan; Jinxin Liu 002; Yushi Bai; Amy Xin; Weichuan Liu; Xiaoyin Che; Lei Hou 001; Juanzi Li (CoRR, 2025)