| 2026 | ACL | VideoPro: Adaptive Program Reasoning for Long Video Understanding. | Chenglin Li, Feng Han, Yikun Wang, Ruilin Li, Shuai Dong, Haowen Hou, Haitao Li, Qianglong Chen, Feng Tao, Jingqi Tong, Yin Zhang, Jiaqi Wang |
| 2026 | ACL | Simple-VGC: Enhancing Visual Grounding in Multimodal Reasoning via Adaptive Tool Composition. | Ye Wang, Qianglong Chen, Siyuan Wang, Zejun Li, Shijie Guo, Zhirui Zhang, Zhongyu Wei |
| 2026 | ACL | NaturalGAIA: A Verifiable Benchmark and Hierarchical Framework for Long-Horizon GUI Tasks. | Zihan Zheng, Tianle Cui, Taoran Wang, Fengtao Wang, Jiahui Pan, Lewei He, Qianglong Chen |
| 2026 | KSEM | Exp | Yicheng Li, Qianglong Chen, Zhirui Zhang, Yue Deng, Yan Gong, Yin Zhang |
| 2025 | ACL | PlanningArena: A Modular Benchmark for Multidimensional Evaluation of Planning and Tool Learning. | Zihan Zheng, Tianle Cui, Chuwen Xie, Jiahui Pan, Qianglong Chen, Lewei He |
| 2025 | COLING | Towards Faithful Multi-step Reasoning through Fine-Grained Causal-aware Attribution Reasoning Distillation. | Zheng Chu, Jingchang Chen, Zhongjie Wang, Guo Tang, Qianglong Chen, Ming Liu, Bing Qin |
| 2025 | EMNLP | VisualEDU: A Benchmark for Assessing Coding and Visual Comprehension through Educational Problem-Solving Video Generation. | Hao Chen, Tianyu Shi, Pengran Huang, Zeyuan Li, Jiahui Pan, Qianglong Chen, Lewei He |
| 2024 | AAAI | Knowledge-enhanced Memory Model for Emotional Support Conversation. | Mengzhao Jia, Qianglong Chen, Liqiang Jing, Dawei Fu, Renyu Li |
| 2024 | ACL | An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation. | Kun Zhu, Xiaocheng Feng, Xiyuan Du, Yuxuan Gu, Weijiang Yu, Haotian Wang, Qianglong Chen, Zheng Chu, Jingchang Chen, Bing Qin |
| 2024 | ACL | BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering. | Zheng Chu, Jingchang Chen, Qianglong Chen, Haotian Wang, Kun Zhu, Xiyuan Du, Weijiang Yu, Ming Liu, Bing Qin |
| 2024 | ACL | TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models. | Zheng Chu, Jingchang Chen, Qianglong Chen, Weijiang Yu, Haotian Wang, Ming Liu, Bing Qin |
| 2024 | ACL | Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future. | Zheng Chu, Jingchang Chen, Qianglong Chen, Weijiang Yu, Tao He, Haotian Wang, Weihua Peng, Ming Liu, Bing Qin, Ting Liu |
| 2024 | EMNLP | Optimizing Instruction Synthesis: Effective Exploration of Evolutionary Space with Tree Search. | Chenglin Li, Qianglong Chen, Zhi Li, Feng Tao, Yicheng Li, Hao Chen, Fei Yu, Yin Zhang |
| 2024 | EMNLP | Mixed Distillation Helps Smaller Language Models Reason Better. | Chenglin Li, Qianglong Chen, Liangyue Li, Caiyu Wang, Feng Tao, Yicheng Li, Zulong Chen, Yin Zhang |
| 2023 | ACL | Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering. | Qianglong Chen, Guohai Xu, Ming Yan, Ji Zhang, Fei Huang, Luo Si, Yin Zhang |
| 2023 | ACL | WYWEB: A NLP Evaluation Benchmark For Classical Chinese. | Bo Zhou, Qianglong Chen, Xiaomi Zhong, Yin Zhang |
| 2023 | CVPR | Task Difficulty Aware Parameter Allocation & Regularization for Lifelong Learning. | Wenjin Wang, Yunqing Hu, Qianglong Chen, Yin Zhang |
| 2022 | COLING | Continual Few-shot Intent Detection. | Guodun Li, Yuchen Zhai, Qianglong Chen, Xing Gao, Ji Zhang, Yin Zhang |
| 2022 | IJCAI | DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning. | Qianglong Chen, Feng-Lin Li, Guohai Xu, Ming Yan, Ji Zhang, Yin Zhang |
| 2021 | ACL | KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference. | Qianglong Chen, Feng Ji, Xiangji Zeng, Feng-Lin Li, Ji Zhang, Haiqing Chen, Yin Zhang |
| 2021 | CIKM | K-AID: Enhancing Pre-trained Language Models with Domain Knowledge for Question Answering. | Fu Sun, Feng-Lin Li, Ruize Wang, Qianglong Chen, Xingyi Cheng, Ji Zhang |
| 2020 | COLING | Improving Commonsense Question Answering by Graph-based Iterative Retrieval over Multiple Knowledge Sources. | Qianglong Chen, Feng Ji, Haiqing Chen, Yin Zhang |