Stable and Diverse: A Unified Approach for Computerized Adaptive Testing. - Yuting Ning; Ye Liu 011; Zhenya Huang; Haoyang Bi; Qi Liu 003; Enhong Chen; Dan Zhang (CCIS, 2021)

Hierarchical Personalized Federated Learning for User Modeling. - Jinze Wu; Qi Liu 003; Zhenya Huang; Yuting Ning; Hao Wang 076; Enhong Chen; Jinfeng Yi; Bowen Zhou 001 (WWW, 2021)

Towards a Holistic Understanding of Mathematical Questions with Contrastive Pre-training. - Yuting Ning; Zhenya Huang; Xin Lin 005; Enhong Chen; Shiwei Tong; Zheng Gong 001; Shijin Wang 001 (AAAI, 2023)

Beyond Homophily: Robust Graph Anomaly Detection via Neural Sparsification. - Zheng Gong 001; Guifeng Wang; Ying Sun 006; Qi Liu 003; Yuting Ning; Hui Xiong 001; Jingyu Peng (IJCAI, 2023)

A Novel Approach for Auto-Formulation of Optimization Problems. - Yuting Ning; Jiayu Liu 001; Longhu Qin; Tong Xiao; Shangzi Xue; Zhenya Huang; Qi Liu 003; Enhong Chen; Jinze Wu (CoRR, 2023)

Efficiently Measuring the Cognitive Ability of LLMs: An Adaptive Testing Perspective. - Yan Zhuang; Qi Liu 003; Yuting Ning; Weizhe Huang; Rui Lv; Zhenya Huang; Guanhao Zhao; Zheng Zhang 048; Qingyang Mao; Shijin Wang 001; Enhong Chen (CoRR, 2023)

In Search of the Long-Tail: Systematic Generation of Long-Tail Knowledge via Logical Rule Guided Search. - Huihan Li 001; Yuting Ning; Zeyi Liao; Siyuan Wang; Xiang Lorraine Li; Ximing Lu; Faeze Brahman; Wenting Zhao; Yejin Choi 001; Xiang Ren 001 (CoRR, 2023)

Federated User Modeling from Hierarchical Information. - Qi Liu 003; Jinze Wu; Zhenya Huang; Hao Wang 076; Yuting Ning; Ming Chen; Enhong Chen; Jinfeng Yi; Bowen Zhou 001 (ACM Trans. Inf. Syst., 2023)

Logic-Induced-Long-Tail (LINT). - Huihan Li 001; Yuting Ning; Zeyi Liao; Xiang Ren 001 (Zenodo, 2023)

TechPat: Technical Phrase Extraction for Patent Mining. - Ye Liu 011; Han Wu 002; Zhenya Huang; Hao Wang 076; Yuting Ning; Jianhui Ma; Qi Liu 003; Enhong Chen (ACM Trans. Knowl. Discov. Data, 2023)

In Search of the Long-Tail: Systematic Generation of Long-Tail Inferential Knowledge via Logical Rule Guided Search. - Huihan Li 001; Yuting Ning; Zeyi Liao; Siyuan Wang; Xiang Li 069; Ximing Lu; Wenting Zhao; Faeze Brahman; Yejin Choi 001; Xiang Ren 001 (EMNLP, 2024)

Decompose, Analyze and Rethink: Solving Intricate Problems with Human-like Reasoning Cycle. - Shangzi Xue; Zhenya Huang; Jiayu Liu 001; Xin Lin 005; Yuting Ning; Binbin Jin; Xin Li 064; Qi Liu 003 (NeurIPS, 2024)

EduNLP: Towards a Unified and Modularized Library for Educational Resources. - Zhenya Huang; Yuting Ning; Longhu Qin; Shiwei Tong; Shangzi Xue; Tong Xiao; Xin Lin 005; Jiayu Liu 001; Qi Liu 003; Enhong Chen; Shijing Wang (CoRR, 2024)

Pandora: Towards General World Model with Natural Language Actions and Video States. - Jiannan Xiang; Guangyi Liu 005; Yi Gu; Qiyue Gao; Yuting Ning; Yuheng Zha; Zeyu Feng; Tianhua Tao; Shibo Hao; Yemin Shi 003; Zhengzhong Liu 001; Eric P. Xing; et al. (CoRR, 2024)

ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery. - Ziru Chen; Shijie Chen; Yuting Ning; Qianheng Zhang; Boshi Wang; Botao Yu; Yifei Li 005; Zeyi Liao; Chen Wei; Zitong Lu; Vishal Dey; Mingyi Xue 001; et al. (ICLR, 2025)

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge. - Boyu Gou; Zanming Huang; Yuting Ning; Yu Gu 016; Michael Lin; Weijian Qi; Andrei Kopanev; Botao Yu; Bernal Jiménez Gutiérrez; Yiheng Shu; Chan Hee Song; Jiaman Wu; et al. (CoRR, 2025)