| 2026 | AAAI | Rectify Evaluation Preference: Improving LLMs' Critique on Math Reasoning via Perplexity-aware Reinforcement Learning. | Changyuan Tian, Zhicong Lu, Shuang Qian, Nayu Liu, Peiguang Li, Li Jin, Leiyi Hu, Zhizhao Zeng, Sirui Wang, Ke Zeng, Guozhi Cas |
| 2026 | AAAI | CaTFormer: Causal Temporal Transformer with Dynamic Contextual Fusion for Driving Intention Prediction. | Sirui Wang, Zhou Guan, Bingxi Zhao, Tongjia Gu, Jie Liu |
| 2026 | AAAI | GEWDiff: Geometric Enhanced Wavelet-based Diffusion Model for Hyperspectral Image Super-resolution. | Sirui Wang, Jiang He, Natlia Blasco Andreo, Xiao Xiang Zhu |
| 2026 | CHI | "Similar-Self" vs. "Alt-Self": How Avatar Customization Impacts Trust Formation in Social VR and Its Transfer to Face-to-Face between Unacquainted Individuals. | Sirui Wang, Weitao Jiang, Xuesong Zhang, Guo Freeman, Seungwoo Je |
| 2025 | AAAI | Enhancing LLMs via High-Knowledge Data Selection. | Feiyu Duan, Xuemiao Zhang, Sirui Wang, Haoran Que, Yuqi Liu, Wenge Rong, Xunliang Cai |
| 2025 | ACL | Latent Distribution Decouple for Uncertain-Aware Multimodal Multi-label Emotion Recognition. | Jingwang Huang, Jiang Zhong, Qin Lei, Gaojinpeng Gaojinpeng, Ymyang, Sirui Wang, PeiguangLi PeiguangLi, Kaiwen Wei |
| 2025 | ACL | PIPER: Benchmarking and Prompting Event Reasoning Boundary of LLMs via Debiasing-Distillation Enhanced Tuning. | Zhicong Lu, Changyuan Tian, PeiguangLi PeiguangLi, Li Jin, Sirui Wang, Wei Jia, Ying Shen, Guangluan Xu |
| 2025 | ACL | FRAME: Boosting LLMs with A Four-Quadrant Multi-Stage Pretraining Strategy. | Xuemiao Zhang, Feiyu Duan, Liangyu Xu, Yongwei Zhou, Sirui Wang, Rongxiang Weng, Jingang Wang, Xunliang Cai |
| 2025 | ACL | Growing Through Experience: Scaling Episodic Grounding in Language Models. | Chunhui Zhang, Sirui Wang, Zhongyu Ouyang, Xiangchi Yuan, Soroush Vosoughi |
| 2025 | ACL | Preference Curriculum: LLMs Should Always Be Pretrained on Their Preferred Data. | Xuemiao Zhang, Liangyu Xu, Feiyu Duan, Yongwei Zhou, Sirui Wang, Rongxiang Weng, Jingang Wang, Xunliang Cai |
| 2025 | COLING | LLMs Know What They Need: Leveraging a Missing Information Guided Framework to Empower Retrieval-Augmented Generation. | Keheng Wang, Feiyu Duan, Peiguang Li, Sirui Wang, Xunliang Cai |
| 2025 | EMNLP | FIRE: Flexible Integration of Data Quality Ratings for Effective Pretraining. | Liangyu Xu, Xuemiao Zhang, Feiyu Duan, Sirui Wang, Rongxiang Weng, Jingang Wang, Xunliang Cai |
| 2025 | VTC | WCANet: Wavelet-Based Cross-Attention Framework for Multispectral Pedestrian Detection in Intelligent Transportation Systems. | Sirui Wang, Liang Dong, Haicheng Zhang, Guiling Sun |
| 2024 | EMNLP | Rethinking the Reversal Curse of LLMs: a Prescription from Human Knowledge Reversal. | Zhicong Lu, Li Jin, Peiguang Li, Yu Tian, Linhao Zhang, Sirui Wang, Guangluan Xu, Changyuan Tian, Xunliang Cai |
| 2024 | EMNLP | Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation. | Ruotong Pan, Boxi Cao, Hongyu Lin, Xianpei Han, Jia Zheng, Sirui Wang, Xunliang Cai, Le Sun |
| 2024 | HAI | Developing Fictive Dialogs for a Classroom Language Learning Conversational Interface. | Matthew Peter Aylett, Shiyi Tang, Xuanchen Li, Xinyang Liu, Chengcheng Liu, Ruiqing Li, Chenxi Meng, Zewen Qu, Sirui Wang, Zechen Yang |
| 2023 | ACL | Let Me Check the Examples: Enhancing Demonstration Learning via Explicit Imitation. | Sirui Wang, Kaiwen Wei, Hongzhi Zhang, Yuntao Li, Wei Wu |
| 2023 | ACL | Pay Attention to Implicit Attribute Values: A Multi-modal Generative Framework for AVE Task. | Yupeng Zhang, Shensi Wang, Peiguang Li, Guanting Dong, Sirui Wang, Yunsen Xian, Zhoujun Li, Hongzhi Zhang |
| 2023 | CIKM | Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQA. | Guanting Dong, Rumei Li, Sirui Wang, Yupeng Zhang, Yunsen Xian, Weiran Xu |
| 2023 | DSAA | TOCOL: Improving Contextual Representation of Pre-trained Language Models via Token-Level Contrastive Learning. | Keheng Wang, Chuantao Yin, Rumei Li, Sirui Wang, Yunsen Xian, Wenge Rong, Zhang Xiong |
| 2023 | ICASSP | T5-SR: A Unified Seq-to-Seq Decoding Strategy for Semantic Parsing. | Yuntao Li, Zhenpeng Su, Yutian Li, Hanchu Zhang, Sirui Wang, Wei Wu, Yan Zhang |
| 2023 | ICASSP | Time-Aware Multiway Adaptive Fusion Network for Temporal Knowledge Graph Question Answering. | Yonghao Liu, Di Liang, Fang Fang, Sirui Wang, Wei Wu, Rui Jiang |
| 2023 | ICASSP | Dual Path Modeling for Semantic Matching by Perceiving Subtle Conflicts. | Chao Xue, Di Liang, Sirui Wang, Jing Zhang, Wei Wu |
| 2023 | IJCAI | Local and Global: Temporal Question Answering via Information Fusion. | Yonghao Liu, Di Liang, Mengyu Li, Fausto Giunchiglia, Ximing Li, Sirui Wang, Wei Wu, Lan Huang, Xiaoyue Feng, Renchu Guan |
| 2023 | RecSys | Beyond the Sequence: Statistics-Driven Pre-training for Stabilizing Sequential Recommendation Model. | Sirui Wang, Peiguang Li, Yunsen Xian, Hongzhi Zhang |
| 2022 | ACL | CQG: A Simple and Effective Controlled Generation Framework for Multi-hop Question Generation. | Zichu Fei, Qi Zhang, Tao Gui, Di Liang, Sirui Wang, Wei Wu, Xuanjing Huang |
| 2022 | ACL | Robust Lottery Tickets for Pre-trained Language Models. | Rui Zheng, Bao Rong, Yuhao Zhou, Di Liang, Sirui Wang, Wei Wu, Tao Gui, Qi Zhang, Xuanjing Huang |
| 2022 | COLING | DABERT: Dual Attention Enhanced BERT for Semantic Matching. | Sirui Wang, Di Liang, Jian Song, Yuntao Li, Wei Wu |
| 2022 | EMNLP | Improving Semantic Matching through Dependency-Enhanced Pre-trained Model with Adaptive Fusion. | Jian Song, Di Liang, Rumei Li, Yuntao Li, Sirui Wang, Minlong Peng, Wei Wu, Yongxin Yu |
| 2022 | EMNLP | PATS: Sensitivity-aware Noisy Learning for Pretrained Language Models. | Yupeng Zhang, Hongzhi Zhang, Sirui Wang, Wei Wu, Zhoujun Li |
| 2022 | IJCAI | Searching for Optimal Subword Tokenization in Cross-domain NER. | Ruotian Ma, Yiding Tan, Xin Zhou, Xuanting Chen, Di Liang, Sirui Wang, Wei Wu, Tao Gui |
| 2022 | IJCNN | Complex Question Answering over Incomplete Knowledge Graph as N-ary Link Prediction. | Daoguang Zan, Sirui Wang, Hongzhi Zhang, Kun Zhou, Wei Wu, Wayne Xin Zhao, Bingchao Wu, Bei Guan, Yongji Wang |
| 2022 | Interspeech | Pay More Attention to History: A Context Modeling Strategy for Conversational Text-to-SQL. | Yuntao Li, Hanchu Zhang, Yutian Li, Sirui Wang, Wei Wu, Yan Zhang |
| 2022 | PAKDD | S | Daoguang Zan, Sirui Wang, Hongzhi Zhang, Yuanmeng Yan, Wei Wu, Bei Guan, Yongji Wang |
| 2021 | ACL | ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer. | Yuanmeng Yan, Rumei Li, Sirui Wang, Fuzheng Zhang, Wei Wu, Weiran Xu |
| 2021 | EMNLP | Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models. | Yuanmeng Yan, Rumei Li, Sirui Wang, Hongzhi Zhang, Daoguang Zan, Fuzheng Zhang, Wei Wu, Weiran Xu |
| 2021 | EMNLP | Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models. | Kun Zhou, Wayne Xin Zhao, Sirui Wang, Fuzheng Zhang, Wei Wu, Ji-Rong Wen |
| 2020 | CHI | Mouill: Exploring Wetness Illusion on Fingertips to Enhance Immersive Experience in VR. | Teng Han, Sirui Wang, Sijia Wang, Xiangmin Fan, Jie Liu, Feng Tian, Mingming Fan |
| 2020 | CIKM | S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization. | Kun Zhou, Hui Wang, Wayne Xin Zhao, Yutao Zhu, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Ji-Rong Wen |
| 2020 | CIKM | Leveraging Historical Interaction Data for Improving Conversational Recommender System. | Kun Zhou, Wayne Xin Zhao, Hui Wang, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Ji-Rong Wen |
| 2020 | COLING | Learn with Noisy Data via Unsupervised Loss Correction for Weakly Supervised Reading Comprehension. | Xuemiao Zhang, Kun Zhou, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Junfei Liu |
| 2020 | EMNLP | Table Fact Verification with Structure-Aware Transformer. | Hongzhi Zhang, Yingyao Wang, Sirui Wang, Xuezhi Cao, Fuzheng Zhang, Zhongyuan Wang |
| 2019 | SIGGRAPH | MagicPAPER: tabletop interactive projection device based on tangible interaction. | Qin Wu, Jiayuan Wang, Sirui Wang, Tong Su, Chenmei Yu |
| 2011 | ICNC | Primes compete for responses with taregts evidence for a combind mechanism underlying affective priming in naming task. | Sirui Wang, Xiaolan Fu |