| 2026 | ACL | SemPA: Improving Sentence Embeddings of Large Language Models through Semantic Preference Alignment. | Ziyang Chen, Zhenxuan Huang, Yile Wang, Weiqin Wang, Lu Yin, Hui Huang |
| 2026 | ACL | DeCoVec: Building Decoding Space based Task Vector for Large Language Models via In-Context Learning. | Feiyang Li, Yile Wang |
| 2026 | ACL | AnchorMem: Anchored Facts with Associative Contexts for Building Memory in Large Language Models. | Zhanyu Shen, Sijie Cheng, Zhicheng Guo, Weiqin Wang, Yile Wang, Hui Huang |
| 2026 | ACL | Beyond Majority Voting: Towards Fine-grained and More Reliable Reward Signal for Test-Time Reinforcement Learning. | Weiqin Wang, Yile Wang, Kehao Chen, Hui Huang |
| 2026 | ACL | Evaluating Memory Capability in Continuous Lifelog Scenario. | Jianjie Zheng, Zhichen Liu, Zhanyu Shen, Jingxiang Qu, Guanhua Chen, Yile Wang, Yang Xu, Yang Liu, Sijie Cheng |
| 2025 | ACL | LDIR: Low-Dimensional Dense and Interpretable Text Embeddings with Relative Representations. | Yile Wang, Zhanyu Shen, Hui Huang |
| 2025 | ACL | Ranked Voting based Self-Consistency of Large Language Models. | Weiqin Wang, Yile Wang, Hui Huang |
| 2025 | ACL | Perspective Transition of Large Language Models for Solving Subjective Tasks. | Xiaolong Wang, Yuanchi Zhang, Ziyue Wang, Yuzhuang Xu, Fuwen Luo, Yile Wang, Peng Li, Yang Liu |
| 2025 | COLING | Leveraging Language-based Representations for Better Solving Symbol-related Problems with Large Language Models. | Yile Wang, Sijie Cheng, Zixin Sun, Peng Li, Yang Liu |
| 2025 | EMNLP | MUCAR: Benchmarking Multilingual Cross-Modal Ambiguity Resolution for Multimodal Large Language Models. | Xiaolong Wang, Zhaolu Kang, Wangyuxuan Zhai, Xinyue Lou, Yunghwei Lai, Ziyue Wang, Yawen Wang, Kaiyu Huang, Yile Wang, Peng Li, Yang Liu |
| 2024 | ACL | Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models. | Xiaolong Wang, Yile Wang, Yuanchi Zhang, Fuwen Luo, Peng Li, Maosong Sun, Yang Liu |
| 2024 | ACL | Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich Languages. | Yuanchi Zhang, Yile Wang, Zijun Liu, Shuo Wang, Xiaolong Wang, Peng Li, Maosong Sun, Yang Liu |
| 2024 | COLING | DEEM: Dynamic Experienced Expert Modeling for Stance Detection. | Xiaolong Wang, Yile Wang, Sijie Cheng, Peng Li, Yang Liu |
| 2024 | ICML | Position: Towards Unified Alignment Between Agents, Humans, and Environment. | Zonghan Yang, An Liu, Zijun Liu, Kaiming Liu, Fangzhou Xiong, Yile Wang, Zeyuan Yang, Qingyuan Hu, Xinrui Chen, Zhenhe Zhang, Fuwen Luo, Zhicheng Guo, Peng Li, Yang Liu |
| 2023 | ACL | Prompt-Guided Retrieval Augmentation for Non-Knowledge-Intensive Tasks. | Zhicheng Guo, Sijie Cheng, Yile Wang, Peng Li, Yang Liu |
| 2023 | CVPR | CVT-SLR: Contrastive Visual-Textual Transformation for Sign Language Recognition with Variational Alignment. | Jiangbin Zheng, Yile Wang, Cheng Tan, Siyuan Li, Ge Wang, Jun Xia, Yidong Chen, Stan Z. Li |
| 2023 | EMNLP | Self-Knowledge Guided Retrieval Augmentation for Large Language Models. | Yile Wang, Peng Li, Maosong Sun, Yang Liu |
| 2023 | EMNLP | YATO: Yet Another deep learning based Text analysis Open toolkit. | Zeqiang Wang, Yile Wang, Jiageng Wu, Zhiyang Teng, Jie Yang |
| 2022 | ACL | Using Context-to-Vector with Graph Retrofitting to Improve Word Embeddings. | Jiangbin Zheng, Yile Wang, Ge Wang, Jun Xia, Yufei Huang, Guojiang Zhao, Yue Zhang, Stan Z. Li |
| 2020 | COLING | Does Chinese BERT Encode Word Structure? | Yile Wang, Leyang Cui, Yue Zhang |
| 2020 | IJCAI | LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning. | Jian Liu, Leyang Cui, Hanmeng Liu, Dandan Huang, Yile Wang, Yue Zhang |
| 2010 | SAC | An indoor tracking algorithm with the virtual reference based positioning. | Yile Wang, Junhuai Li, Jing Zhang, Lei Yu |