| 2025 | ACL | PromptCoT: Synthesizing Olympiad-level Problems for Mathematical Reasoning in Large Language Models. | Xueliang Zhao, Wei Wu, Jian Guan, Lingpeng Kong |
| 2025 | ICLR | Forewarned is Forearmed: Harnessing LLMs for Data Synthesis via Failure-induced Exploration. | Qintong Li, Jiahui Gao, Sheng Wang, Renjie Pi, Xueliang Zhao, Chuan Wu, Xin Jiang, Zhenguo Li, Lingpeng Kong |
| 2024 | ACL | GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers. | Qintong Li, Leyang Cui, Xueliang Zhao, Lingpeng Kong, Wei Bi |
| 2024 | ACL | SEGO: Sequential Subgoal Optimization for Mathematical Problem-Solving. | Xueliang Zhao, Xinting Huang, Wei Bi, Lingpeng Kong |
| 2024 | ACL | BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models. | Xueliang Zhao, Xinting Huang, Tingchen Fu, Qintong Li, Shansan Gong, Lemao Liu, Wei Bi, Lingpeng Kong |
| 2024 | ICML | Subgoal-based Demonstration Learning for Formal Theorem Proving. | Xueliang Zhao, Wenda Li, Lingpeng Kong |
| 2023 | ACL | On the Compositional Generalization in Versatile Open-domain Dialogue. | Tingchen Fu, Xueliang Zhao, Lemao Liu, Rui Yan |
| 2023 | ACL | VSTAR: A Video-grounded Dialogue Dataset for Situated Semantic Understanding with Scene and Topic Transitions. | Yuxuan Wang, Zilong Zheng, Xueliang Zhao, Jinpeng Li, Yueqian Wang, Dongyan Zhao |
| 2023 | ACL | SORTIE: Dependency-Aware Symbolic Reasoning for Logical Data-to-text Generation. | Xueliang Zhao, Tingchen Fu, Lemao Liu, Lingpeng Kong, Shuming Shi, Rui Yan |
| 2023 | EMNLP | Logic Unveils Truth, While Disguise Obscures It: Transition Logic Augmented Response Selection for Multi-Turn Dialogue. | Tingchen Fu, Xueliang Zhao, Lemao Liu, Rui Yan |
| 2023 | KDD | Delving into Global Dialogue Structures: Structure Planning Augmented Response Selection for Multi-turn Conversations. | Tingchen Fu, Xueliang Zhao, Rui Yan |
| 2022 | ACL | There Are a Thousand Hamlets in a Thousand People's Eyes: Enhancing Knowledge-grounded Dialogue with Personal Memory. | Tingchen Fu, Xueliang Zhao, Chongyang Tao, Ji-Rong Wen, Rui Yan |
| 2022 | EMNLP | There Is No Standard Answer: Knowledge-Grounded Dialogue Generation with Adversarial Activated Multi-Reference Learning. | Xueliang Zhao, Tingchen Fu, Chongyang Tao, Rui Yan |
| 2022 | EMNLP | Towards Efficient Dialogue Pre-training with Transferable and Interpretable Latent Structure. | Xueliang Zhao, Lemao Liu, Tingchen Fu, Shuming Shi, Dongyan Zhao, Rui Yan |
| 2022 | EMNLP | Collaborative Reasoning on Multi-Modal Semantic Graphs for Video-Grounded Dialogue Generation. | Xueliang Zhao, Yuxuan Wang, Chongyang Tao, Chenshuo Wang, Dongyan Zhao |
| 2022 | NAACL | Learning to Express in Knowledge-Grounded Conversation. | Xueliang Zhao, Tingchen Fu, Chongyang Tao, Wei Wu, Dongyan Zhao, Rui Yan |
| 2021 | AAAI | Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues. | Ruijian Xu, Chongyang Tao, Daxin Jiang, Xueliang Zhao, Dongyan Zhao, Rui Yan |
| 2020 | EMNLP | Knowledge-Grounded Dialogue Generation with Pre-trained Language Models. | Xueliang Zhao, Wei Wu, Can Xu, Chongyang Tao, Dongyan Zhao, Rui Yan |
| 2020 | ICLR | Low-Resource Knowledge-Grounded Dialogue Generation. | Xueliang Zhao, Wei Wu, Chongyang Tao, Can Xu, Dongyan Zhao, Rui Yan |
| 2019 | IJCAI | A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots. | Xueliang Zhao, Chongyang Tao, Wei Wu, Can Xu, Dongyan Zhao, Rui Yan |
| 2016 | ISPDC | Reliability and Performance Evaluation of Joint Redundancy and Inspection-Based Maintenance Strategy in Virtualized System. | Pan He, Yue Yuan, Xiaoguang Lin, Xueliang Zhao |