| 2026 | AAAI | SCOPE: Intrinsic Semantic Space Control for Mitigating Copyright Infringement in LLMs. | Zhenliang Zhang, Xinyu Hu, Xiaojun Wan |
| 2026 | ACL | CE-RM: A Pointwise Generative Reward Model Optimized via Two-Stage Rollout and Unified Criteria. | Xinyu Hu, Yancheng He, Weixun Wang, Tao Feng, Li Lin, Jiashun Liu, Wenbo Su, Bo Zheng, Xiaojun Wan |
| 2026 | ACL | HAD: HAllucination Detection Language Models Based on a Comprehensive Hallucination Taxonomy. | Fan Xu, Xinyu Hu, Zhenghan Yu, Li Lin, Xu Zhang, Yang Zhang, Wei Zhou, Jinjie Gu, Xiaojun Wan |
| 2026 | ACL | LEDOM: Reverse Language Model. | Xunjian Yin, Sitao Cheng, Yuxi Xie, Xinyu Hu, Li Lin, Xinyi Wang, Liangming Pan, William Yang Wang, Xiaojun Wan |
| 2026 | ACL | Minos: A Multimodal Evaluation Model for Bidirectional Generation Between Image and Text. | Junzhe Zhang, Huixuan Zhang, Xinyu Hu, Li Lin, Mingqi Gao, Shi Qiu, Xiaojun Wan |
| 2025 | ACL | A Dual-Perspective NLG Meta-Evaluation Framework with Automatic Benchmark and Better Interpretability. | Xinyu Hu, Mingqi Gao, Li Lin, Zhenghan Yu, Xiaojun Wan |
| 2025 | ACL | MC-MKE: A Fine-Grained Multimodal Knowledge Editing Benchmark Emphasizing Modality Consistency. | Junzhe Zhang, Huixuan Zhang, Xunjian Yin, Baizhou Huang, Xu Zhang, Xinyu Hu, Xiaojun Wan |
| 2025 | ACL | STORM-BORN: A Challenging Mathematical Derivations Dataset Curated via a Human-in-the-Loop Multi-Agent Framework. | Wenhao Liu, Zhenyi Lu, Xinyu Hu, Jerry Zhang, Dailin Li, Jiacheng Cen, Huilin Cao, Haiteng Wang, Yuhan Li, Kun Xie, Dandan Li, Pei Zhang, Chengbo Zhang, Yuxiang Ren, Xiaohong Huang, Yan Ma |
| 2025 | ACL | GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models. | Mufan Qiu, Xinyu Hu, Fengwei Zhan, Sukwon Yun, Jie Peng, Ruichen Zhang, Bhavya Kailkhura, Jiekun Yang, Tianlong Chen |
| 2025 | ACL | Towards A "Novel" Benchmark: Evaluating Literary Fiction with Large Language Models. | Wenqing Wang, Mingqi Gao, Xinyu Hu, Xiaojun Wan |
| 2025 | ACL | ICR Probe: Tracking Hidden State Dynamics for Reliable Hallucination Detection in LLMs. | Zhenliang Zhang, Xinyu Hu, Huixuan Zhang, Junzhe Zhang, Xiaojun Wan |
| 2025 | CIKM | Where Do LLMs Go Wrong? Diagnosing Automated Peer Review via Aspect-Guided Multi-Level Perturbation. | Jiatao Li, Yanheng Li, Xinyu Hu, Mingqi Gao, Xiaojun Wan |
| 2025 | CIKM | Exploring Causal Effect of Social Bias on Faithfulness Hallucinations in Large Language Models. | Zhenliang Zhang, Junzhe Zhang, Xinyu Hu, Huixuan Zhang, Xiaojun Wan |
| 2025 | EMNLP | DAMON: A Dialogue-Aware MCTS Framework for Jailbreaking Large Language Models. | Xu Zhang, Xunjian Yin, Dinghao Jing, Huixuan Zhang, Xinyu Hu, Xiaojun Wan |
| 2025 | ICCBR | Fuzzy Symbolic Reasoning for Few-Shot KBQA: A CBR-Inspired Generative Approach. | Xinyu Hu, Li Tong, Jian Yang, Lingtao Xue, Kai Huang, Gang Xiao |
| 2025 | ISMAR | MAGIC: A Method for Analyzing the Grammar of Incomplete Cues. | Xinyu Hu, Joseph J. LaViola, Ryan P. McMahan |
| 2025 | NAACL | Analyzing and Evaluating Correlation Measures in NLG Meta-Evaluation. | Mingqi Gao, Xinyu Hu, Li Lin, Xiaojun Wan |
| 2025 | NAACL | Re-evaluating Automatic LLM System Ranking for Alignment with Human Preference. | Mingqi Gao, Yixin Liu, Xinyu Hu, Xiaojun Wan, Jonathan Bragg, Arman Cohan |
| 2025 | NAACL | Evaluating Self-Generated Documents for Enhancing Retrieval-Augmented Generation with Large Language Models. | Jiatao Li, Xinyu Hu, Xunjian Yin, Xiaojun Wan |
| 2025 | NCA | ProvSpider: A Robust and Universal Toolkit for Binary Provenance Analysis Using Deep Learning. | Zhiwei Fu, Hanbo Yu, Xinyu Hu, Steven H. H. Ding, Furkan Alaca, Philippe Charland |
| 2025 | SEKE | LLM-Augmented KBQA: Robust Reasoning over Error-Prone Programs (S). | Tong Li, Xinyu Hu, Gang Xiao |
| 2024 | ACL | Are LLM-based Evaluators Confusing NLG Quality Criteria? | Xinyu Hu, Mingqi Gao, Sen Hu, Yang Zhang, Yicheng Chen, Teng Xu, Xiaojun Wan |
| 2024 | COLING | Error-Robust Retrieval for Chinese Spelling Check. | Xunjian Yin, Xinyu Hu, Jin Jiang, Xiaojun Wan |
| 2024 | EMNLP | Themis: A Reference-free NLG Evaluation Language Model with Flexibility and Interpretability. | Xinyu Hu, Li Lin, Mingqi Gao, Xunjian Yin, Xiaojun Wan |
| 2024 | EMNLP | Task Oriented In-Domain Data Augmentation. | Xiao Liang, Xinyu Hu, Simiao Zuo, Yeyun Gong, Qiang Lou, Yi Liu, Shao-Lun Huang, Jian Jiao |
| 2024 | ICLR | Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing. | Xinyu Hu, Pengfei Tang, Simiao Zuo, Zihan Wang, Bowen Song, Qiang Lou, Jian Jiao, Denis Charles |
| 2024 | ICLR | Solving Inverse Problems with Latent Diffusion Models via Hard Data Consistency. | Bowen Song, Soo Min Kwon, Zecheng Zhang, Xinyu Hu, Qing Qu, Liyue Shen |
| 2024 | IJCNN | Knowledge-injected Stepwise Reasoning on Complex KBQA. | Xinyu Hu, Yang Jian, Gang Xiao |
| 2024 | SDM | Refining Pre-trained Language Models for Domain Adaptation with Entity-Aware Discriminative and Contrastive Learning. | Jian Yang, Xinyu Hu, Yulong Shen, Gang Xiao |
| 2023 | CIKM | DeepTagger: Knowledge Enhanced Named Entity Recognition for Web-Based Ads Queries. | Simiao Zuo, Pengfei Tang, Xinyu Hu, Qiang Lou, Jian Jiao, Denis Charles |
| 2023 | EMNLP | Exploring Discourse Structure in Document-level Machine Translation. | Xinyu Hu, Xiaojun Wan |
| 2023 | EMNLP | Exploring Context-Aware Evaluation Metrics for Machine Translation. | Xinyu Hu, Xunjian Yin, Xiaojun Wan |
| 2023 | KSEM | Advancing Domain Adaptation of BERT by Learning Domain Term Semantics. | Jian Yang, Xinyu Hu, Weichun Huang, Hao Yuan, Yulong Shen, Gang Xiao |
| 2022 | VR | HoloLogger: Keystroke Inference on Mixed Reality Head Mounted Displays. | Shiqing Luo, Xinyu Hu, Zhisheng Yan |
| 2021 | ICIG | UAV Track Planning Algorithm Based on Graph Attention Network and Deep Q Network. | Xinyu Hu, Jingpeng Gao, Zhiye Jiang |
| 2020 | ISMAR | The Comfort Benefits of Gaze-Directed Steering. | Chengyuan Lai, Xinyu Hu, Ann Segismundo, Ananya Phadke, Ryan P. McMahan |
| 2020 | VR | The Effects of Delayed Interaction Cues in Virtual Reality Training. | Xinyu Hu, Alec G. Moore, Jessie Colette Eubanks, Afham Ahmed Aiyaz, Ryan P. McMahan |
| 2020 | VR | A Formative Evaluation Methodology for VR Training Simulations. | Alec G. Moore, Xinyu Hu, Jessie Colette Eubanks, Afham Ahmed Aiyaz, Ryan P. McMahan |
| 2020 | VR | CARAI: A Formative Evaluation Methodology for VR Simulations. | Alec G. Moore, Xinyu Hu, Jessie Colette Eubanks, Afham Ahmed Aiyaz, Ryan P. McMahan |
| 2018 | IVCNZ | Fourier Spectrum Image Texture Analysis. | Xinyu Hu, Andrew Ensor |
| 2017 | AMIA | A First Step Towards Behavioral Coaching for Managing Stress: A Case Study on Optimal Policy Estimation with Multi-stage Threshold Q-learning. | Xinyu Hu, Pei-Yun Sabrina Hsueh, Ching-Hua Chen, Keith M. Diaz, Ying-Kuen K. Cheung, Min Qian |
| 2014 | COMPSAC | Noninvasive Ambulatory Monitoring of the Electric and Mechanical Function of Heart with a Multifunction Wearable Sensor. | Xianxiang Chen, Xinyu Hu, Ren Ren, Bing Zhou, Xiao Tan, Jiabai Xie, Zhen Fang, Yangmin Qian, Huaiyong Li, Lili Tian, Shanhong Xia |
| 2014 | SIGCOMM | OpenANFV: accelerating network function virtualization with a consolidated framework in openstack. | Xiongzi Ge, Yi Liu, David H. C. Du, Liang Zhang, Hongguang Guan, Jian Chen, Yuping Zhao, Xinyu Hu |
| 2013 | HealthCom | A Bluetooth low energy approach for monitoring electrocardiography and respiration. | Bing Zhou, Xianxiang Chen, Xinyu Hu, Ren Ren, Xiao Tan, Zhen Fang, Shanhong Xia |