| 2026 | AAAI | AlignSurvey: A Comprehensive Benchmark for Human Preferences Alignment in Social Surveys. | Chenxi Lin, Weikang Yuan, Zhuoren Jiang, Biao Huang, Ruitao Zhang, Jianan Ge, Yueqian Xu, Jianxing Yu |
| 2026 | AAAI | HPSU: A Benchmark for Human-Level Perception in Real-World Spoken Speech Understanding. | Chen Li, Peiji Yang, Yicheng Zhong, Jianxing Yu, Zhisheng Wang, Zihao Gou, Wenqing Chen, Jian Yin |
| 2026 | AAAI | CoS: Towards Optimal Event Scheduling via Chain-of-Scheduling. | Yiming Zhao, Jiwei Tang, Shimin Di, Libin Zheng, Jianxing Yu, Jian Yin |
| 2026 | ACL | From Selection to Refinement: Iterative Optimization for Instruction Data. | Hang Hu, Ziyan Liu, Rujie Wen, Ruihui Hou, Xueyan Wu, Mu Zhang, Jianxing Yu, Tong Ruan, Jingping Liu |
| 2026 | ACL | Answering Cross-Dimensional Geometric Visual Questions by Multi-constraint Spatial Reasoning. | Dongling Li, Qi Chen, Jianxing Yu, Hanjiang Lai, Yanghui Rao, Wenqing Chen, Jian Yin |
| 2026 | ACL | HopWeaver: Cross-Document Synthesis of High-Quality and Authentic Multi-Hop Questions. | Zhiyu Shen, Jiyuan Liu, Yunhe Pang, Yanghui Rao, Fu Lee Wang, Jianxing Yu |
| 2026 | ACL | Targeting the Needle, Ignoring the Haystack: Anchoring Crucial Cues for Evolving Scam Call Detection via an LLM-Assisted Classifier. | Tong Wu, Qinliang Su, Jianxing Yu, Bo Liang, Minhua Huang |
| 2026 | DASFAA | STMHTNet: A Spatio-Temporal Masked Hourglass Transformer Network for Traffic Flow Forecasting. | Yixin Hong, Huaijie Zhu, Wei Liu, Zixin Qin, Jianxing Yu, Jian Yin |
| 2026 | DASFAA | SAGE-LLM: Spatially-Aware Generation and Explanation via Large Language Models for Imbalanced Spatial Data Classification. | Wenhui Tu, Wei Liu, Huaijie Zhu, Jianxing Yu, Jian Yin |
| 2026 | DASFAA | Inductive Controlled Generation Based on Adaptive Templates for Answering Subjective Product Questions. | Yian Yao, Jianxing Yu, Huaijie Zhu, Hanjiang Lai, Wei Liu, Yanghui Rao, Jian Yin |
| 2026 | ICDE | Geography-Aware Large Language Models for Next POI Recommendation. | Wei Liu, Zhao Liu, Muzu Xie, Huaijie Zhu, Jianxing Yu, Jian Yin, Wang-Chien Lee |
| 2026 | ICDE | Trajectory-User Linking via Heterogeneous Preference Graph and Dual-Encoder Mutual Distillation. | Zeming Tian, Zixin Qin, Huaijie Zhu, Ningning Cui, Wei Liu, Jianxing Yu, Jian Yin |
| 2025 | AAAI | Boosting Fine-Grained Visual Anomaly Detection with Coarse-Knowledge-Aware Adversarial Learning. | Qingqing Fang, Qinliang Su, Wenxi Lv, Wenchao Xu, Jianxing Yu |
| 2025 | AAAI | Multi-Grained Query-Guided Set Prediction Network for Grounded Multimodal Named Entity Recognition. | Jielong Tang, Zhenxing Wang, Ziyang Gong, Jianxing Yu, Xiangwei Zhu, Jian Yin |
| 2025 | ACL | Answering Complex Geographic Questions by Adaptive Reasoning with Visual Context and External Commonsense Knowledge. | Fan Li, Jianxing Yu, Jielong Tang, Wenqing Chen, Hanjiang Lai, Yanghui Rao, Jian Yin |
| 2025 | ACL | CoE: A Clue of Emotion Framework for Emotion Recognition in Conversations. | Zhiyu Shen, Yunhe Pang, Yanghui Rao, Jianxing Yu |
| 2025 | COLING | Detecting Emotional Incongruity of Sarcasm by Commonsense Reasoning. | Ziqi Qiu, Jianxing Yu, Yufeng Zhang, Hanjiang Lai, Yanghui Rao, Qinliang Su, Jian Yin |
| 2025 | COLING | Generating Commonsense Reasoning Questions with Controllable Complexity through Multi-step Structural Composition. | Jianxing Yu, Shiqi Wang, Hanjiang Lai, Wenqing Chen, Yanghui Rao, Qinliang Su, Jian Yin |
| 2025 | DASFAA | Asking Diversified Reasonable Questions with External Commonsense Knowledge to Infer Inconsistency for Multi-modal Clickbait Detection. | Jianxing Yu, Shiqi Wang, Qi Chen, Huaijie Zhu, Libin Zheng, Wenqing Chen, Jian Yin |
| 2025 | DASFAA | Emotion-Based Conversational Recommendation by Inferring Implicit Users' Preferences from Their Subjective Claims. | Xuanming Zhang, Yonghe Lu, Jianxing Yu, Huaijie Zhu, Wei Liu, Wenqing Chen, Jian Yin |
| 2025 | EMNLP | UnCo: Uncertainty-Driven Collaborative Framework of Large and Small Models for Grounded Multimodal NER. | Jielong Tang, Yang Yang, Jianxing Yu, Zhen-Xing Wang, Haoyuan Liang, Liang Yao, Jian Yin |
| 2025 | EMNLP | Eliciting Implicit Acoustic Styles from Open-domain Instructions to Facilitate Fine-grained Controllable Generation of Speech. | Jianxing Yu, Zihao Gou, Chen Li, Zhisheng Wang, Peiji Yang, Wenqing Chen, Jian Yin |
| 2024 | ACL | Domain Adaptation for Subjective Induction Questions Answering on Products by Adversarial Disentangled Learning. | Yufeng Zhang, Jianxing Yu, Yanghui Rao, Libin Zheng, Qinliang Su, Huaijie Zhu, Jian Yin |
| 2024 | APWEB | Answering Spatial Commonsense Questions Based on Chain-of-Thought Reasoning with Adaptive Complexity. | Han Yin, Jianxing Yu, Miaopei Lin, Shiqi Wang |
| 2024 | DASFAA | Accelerating Training of Large Neural Models by Gradient-Based Growth Learning. | Haowei Jiang, Jianxing Yu, Libin Zheng, Huaijie Zhu, Wei Liu, Jian Yin |
| 2024 | DASFAA | Variational Kernel Density Estimation Recommendation Algorithm for Users with Diverse Activity Levels. | Wei Liu, Shangsong Liang, Huaijie Zhu, Leong Hou U, Jianxing Yu, Xiang Li, Jian Yin |
| 2024 | EMNLP | Leveraging BERT and TFIDF Features for Short Text Clustering via Alignment-Promoting Co-Training. | Zetong Li, Qinliang Su, Shijing Si, Jianxing Yu |
| 2024 | EMNLP | Multimodal Clickbait Detection by De-confounding Biases Using Causal Representation Inference. | Jianxing Yu, Shiqi Wang, Han Yin, Zhenlong Sun, Ruobing Xie, Bo Zhang, Yanghui Rao |
| 2024 | WISE | Next POI Recommendation Based on Time Slot Preferences and Bidirectional Transformation Modeling. | Zhao Liu, Wei Liu, Huaijie Zhu, Jianxing Yu, Jian Yin |
| 2023 | AAAI | Leveraging Contaminated Datasets to Learn Clean-Data Distribution with Purified Generative Adversarial Networks. | Bowen Tian, Qinliang Su, Jianxing Yu |
| 2023 | ACL | Generating Deep Questions with Commonsense Reasoning Ability from the Text by Disentangled Adversarial Inference. | Jianxing Yu, Shiqi Wang, Libin Zheng, Qinliang Su, Wei Liu, Baoquan Zhao, Jian Yin |
| 2023 | ADMA | Generating Enlightened Suggestions Based on Mental State Evolution for Emotional Support Conversation. | Mengjiao Gan, Jianxing Yu, Xiao Dong, Shuang Qiu, Wei Liu, Jian Yin |
| 2023 | ADMA | Discovery of Emotion Implicit Causes in Products Based on Commonsense Reasoning. | Qiutong Guo, Jianxing Yu, Yufeng Zhang, Haowei Jiang, Wei Liu, Jian Yin |
| 2023 | ADMA | Spatial Commonsense Reasoning for Machine Reading Comprehension. | Miaopei Lin, Mengxiang Wang, Jianxing Yu, Shiqi Wang, Hanjiang Lai, Wei Liu, Jian Yin |
| 2023 | ADMA | Multi-modal Multi-emotion Emotional Support Conversation. | Guangya Liu, Xiao Dong, Mengxiang Wang, Jianxing Yu, Mengjiao Gan, Wei Liu, Jian Yin |
| 2023 | ADMA | A Knowledge-Enhanced Inferential Network for Cross-Modality Multi-hop VQA. | Shiqi Wang, Jianxing Yu, Miaopei Lin, Shuang Qiu, Xiaofeng Luo, Jian Yin |
| 2023 | ADMA | Community Detection in Temporal Biological Metabolic Networks Based on Semi-NMF Method with Node Similarity Fusion. | Xuanming Zhang, Jianxing Yu, Miaopei Lin, Shiqi Wang, Wei Liu, Jian Yin |
| 2023 | APWEB | Answering Spatial Commonsense Questions by Learning Domain-Invariant Generalization Knowledge. | Miaopei Lin, Jianxing Yu, Shiqi Wang, Hanjiang Lai, Wei Liu, Jian Yin |
| 2023 | DASFAA | Revisiting Positive and Negative Samples in Variational Autoencoders for Top-N Recommendation. | Wei Liu, Leong Hou U, Shangsong Liang, Huaijie Zhu, Jianxing Yu, Yubao Liu, Jian Yin |
| 2023 | ICDM | Answering Subjective Induction Questions on Products by Summarizing Multi-sources Multi-viewpoints Knowledge. | Yufeng Zhang, Mengxiang Wang, Jianxing Yu |
| 2023 | ICONIP | CSEC: A Chinese Semantic Error Correction Dataset for Written Correction. | Wenxin Huang, Xiao Dong, Mengxiang Wang, Guangya Liu, Jianxing Yu, Huaijie Zhu, Jian Yin |
| 2022 | EMNLP | Efficient Document Retrieval by End-to-End Refining and Quantizing BERT Embedding with Contrastive Product Quantization. | Zexuan Qiu, Qinliang Su, Jianxing Yu, Shijing Si |
| 2022 | ICDE | Crowdsourced Fact Validation for Knowledge Bases. | Libin Zheng, Peng Cheng, Lei Chen, Jianxing Yu, Xuemin Lin, Jian Yin |
| 2021 | AAAI | Multi-Document Transformer for Personality Detection. | Feifan Yang, Xiaojun Quan, Yunyi Yang, Jianxing Yu |
| 2021 | ACL | Retrieve & Memorize: Dialog Policy Learning with Multi-Action Memory. | Yunhao Li, Yunyi Yang, Xiaojun Quan, Jianxing Yu |
| 2021 | ACL | Integrating Semantics and Neighborhood Information with Graph-Driven Generative Models for Document Retrieval. | Zijing Ou, Qinliang Su, Jianxing Yu, Bang Liu, Jingwen Wang, Ruihui Zhao, Changyou Chen, Yefeng Zheng |
| 2021 | EMNLP | Refining BERT Embeddings for Document Hashing via Mutual Information Maximization. | Zijing Ou, Qinliang Su, Jianxing Yu, Ruihui Zhao, Yefeng Zheng, Bang Liu |
| 2021 | IJCAI | Unsupervised Hashing with Contrastive Information Bottleneck. | Zexuan Qiu, Qinliang Su, Zijing Ou, Jianxing Yu, Changyou Chen |
| 2020 | ACL | Multi-Domain Dialogue Acts and Response Co-Generation. | Kai Wang, Junfeng Tian, Rui Wang, Xiaojun Quan, Jianxing Yu |
| 2020 | ACL | Low-Resource Generation of Multi-hop Reasoning Questions. | Jianxing Yu, Wei Liu, Shuang Qiu, Qinliang Su, Kai Wang, Xiaojun Quan, Jian Yin |
| 2020 | COLING | Embedding Dynamic Attributed Networks by Modeling the Evolution Processes. | Zenan Xu, Zijing Ou, Qinliang Su, Jianxing Yu, Xiaojun Quan, Zhenkun Lin |
| 2020 | WWW | Generating Multi-hop Reasoning Questions to Improve Machine Reading Comprehension. | Jianxing Yu, Xiaojun Quan, Qinliang Su, Jian Yin |
| 2019 | ACL | Inferential Machine Comprehension: Answering Questions by Recursively Deducing the Evidence Chain from Text. | Jianxing Yu, Zhengjun Zha, Jian Yin |
| 2012 | EMNLP | Answering Opinion Questions on Products by Exploiting Hierarchical Organization of Consumer Reviews. | Jianxing Yu, Zheng-Jun Zha, Tat-Seng Chua |
| 2011 | ACL | Aspect Ranking: Identifying Important Product Aspects from Online Consumer Reviews. | Jianxing Yu, Zheng-Jun Zha, Meng Wang, Tat-Seng Chua |
| 2011 | EMNLP | Domain-Assisted Product Aspect Hierarchy Generation: Towards Hierarchical Organization of Unstructured Consumer Reviews. | Jianxing Yu, Zheng-Jun Zha, Meng Wang, Kai Wang, Tat-Seng Chua |
| 2011 | WWW | Hierarchical organization of unstructured consumer reviews. | Jianxing Yu, Zheng-Jun Zha, Meng Wang, Tat-Seng Chua |