Research of the Path Planning Complexity for Autonomous Mobile Robot under Dynamic Environments. - Hongyan Shi; Xiaoming Sun; Changzhi Sun; Dongyang Chen; Yuejun An (ISDA (3), 2006)

Decoupling control of PMSM based on exact linearization. - Jun Zhang; Zhaojun Meng; Rui Chen; Changzhi Sun; Yuejun An (EMEIT, 2011)

Large-scale Opinion Relation Extraction with Distantly Supervised Neural Network. - Changzhi Sun; Yuanbin Wu; Man Lan; Shiliang Sun; Qi Zhang 001 (EACL (1), 2017)

Extracting Entities and Relations with Joint Minimum Risk Training. - Changzhi Sun; Yuanbin Wu; Man Lan; Shiliang Sun; Wenting Wang; Kuang-Chih Lee; Kewen Wu 003 (EMNLP, 2018)

Distantly Supervised Entity Relation Extraction with Adapted Manual Annotations. - Changzhi Sun; Yuanbin Wu (AAAI, 2019)

Joint Type Inference on Entities and Relations via Graph Convolutional Networks. - Changzhi Sun; Yeyun Gong; Yuanbin Wu; Ming Gong 001; Daxin Jiang; Man Lan; Shiliang Sun; Nan Duan (ACL (1), 2019)

BiGCNN: Bidirectional Gated Convolutional Neural Network for Chinese Named Entity Recognition. - Tianyang Zhao; Haoyan Liu; Qianhui Wu; Changzhi Sun; Dongdong Zhang 001; Zhoujun Li 001 (DASFAA (1), 2020)

Pre-training Entity Relation Encoder with Intra-span and Inter-span Information. - Yijun Wang; Changzhi Sun; Yuanbin Wu; Junchi Yan; Peng Gao 015; Guotong Xie (EMNLP (1), 2020)

LOREN: Logic Enhanced Neural Reasoning for Fact Verification. - Jiangjie Chen; Qiaoben Bao; Jiaze Chen; Changzhi Sun; Hao Zhou 012; Yanghua Xiao; Lei Li 005 (CoRR, 2020)

Probabilistic Graph Reasoning for Natural Proof Generation. - Changzhi Sun; Xinbo Zhang; Jiangjie Chen; Chun Gan; Yuanbin Wu; Jiaze Chen; Hao Zhou 012; Lei Li 005 (ACL/IJCNLP (Findings), 2021)

UniRE: A Unified Label Space for Entity Relation Extraction. - Yijun Wang; Changzhi Sun; Yuanbin Wu; Hao Zhou 012; Lei Li 005; Junchi Yan (ACL/IJCNLP (1), 2021)

ENPAR: Enhancing Entity and Entity Pair Representations for Joint Entity Relation Extraction. - Yijun Wang; Changzhi Sun; Yuanbin Wu; Hao Zhou 012; Lei Li 005; Junchi Yan (EACL, 2021)

Is "hot pizza" Positive or Negative? Mining Target-aware Sentiment Lexicons. - Jie Zhou 015; Yuanbin Wu; Changzhi Sun; Liang He 001 (EACL, 2021)

Learning Logic Rules for Document-Level Relation Extraction. - Dongyu Ru; Changzhi Sun; Jiangtao Feng; Lin Qiu; Hao Zhou 012; Weinan Zhang 001; Yong Yu 001; Lei Li 005 (EMNLP (1), 2021)

LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification. - Jiangjie Chen; Qiaoben Bao; Changzhi Sun; Xinbo Zhang; Jiaze Chen; Hao Zhou 012; Yanghua Xiao; Lei Li 005 (AAAI, 2022)

E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning. - Jiangjie Chen; Rui Xu 026; Ziquan Fu; Wei Shi; Zhongqiao Li; Xinbo Zhang; Changzhi Sun; Lei Li 005; Yanghua Xiao; Hao Zhou 012 (ACL (Findings), 2022)

Few Clean Instances Help Denoising Distant Supervision. - Yufang Liu; Ziyin Huang; Yijun Wang; Changzhi Sun; Man Lan; Yuanbin Wu; Xiaofeng Mou; Ding Wang (COLING, 2022)

Causal Intervention Improves Implicit Sentiment Analysis. - Siyin Wang; Jie Zhou 015; Changzhi Sun; Junjie Ye; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (COLING, 2022)

Converge to the Truth: Factual Error Correction via Iterative Constrained Editing. - Jiangjie Chen; Rui Xu 026; Wenxuan Zeng; Changzhi Sun; Lei Li 005; Yanghua Xiao (AAAI, 2023)

HIORE: Leveraging High-order Interactions for Unified Entity Relation Extraction. - Yijun Wang; Changzhi Sun; Yuanbin Wu; Lei Li 005; Junchi Yan; Hao Zhou 012 (CoRR, 2023)

Unlearning with Fisher Masking. - Yufang Liu; Changzhi Sun; Yuanbin Wu; Aimin Zhou (CoRR, 2023)

From Coarse to Fine: A Distillation Method for Fine-Grained Emotion-Causal Span Pair Extraction in Conversation. - Xinhao Chen; Chong Yang; Changzhi Sun; Man Lan; Aimin Zhou (AAAI, 2024)

ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base. - Siyu Yuan; Jiangjie Chen; Changzhi Sun; Jiaqing Liang; Yanghua Xiao; Deqing Yang (ACL (1), 2024)

CERD: A Comprehensive Chinese Rhetoric Dataset for Rhetorical Understanding and Generation in Essays. - Nuowei Liu; Xinhao Chen; Hongyi Wu; Changzhi Sun; Man Lan; Yuanbin Wu; Xiaopeng Bai; Shaoguang Mao; Yan Xia 005 (EMNLP (Findings), 2024)

Generation with Dynamic Vocabulary. - Yanting Liu; Tao Ji; Changzhi Sun; Yuanbin Wu; Xiaoling Wang (EMNLP, 2024)

Investigating and Mitigating Object Hallucinations in Pretrained Vision-Language (CLIP) Models. - Yufang Liu; Tao Ji; Changzhi Sun; Yuanbin Wu; Aimin Zhou (EMNLP, 2024)

A Lightweight and Effective Multi-View Knowledge Distillation Framework for Text-Image Retrieval. - Yuxiang Song; Yuxuan Zheng; Shangqing Zhao; Shu Liu; Xinlin Zhuang; Zhaoguang Long; Changzhi Sun; Aimin Zhou; Man Lan (IJCNN, 2024)

TCMBench: A Comprehensive Benchmark for Evaluating Large Language Models in Traditional Chinese Medicine. - Wenjing Yue; Xiaoling Wang; Wei Zhu; Ming Guan; Huanran Zheng; Pengfei Wang; Changzhi Sun; Xin Ma (CoRR, 2024)

EvoLlama: Enhancing LLMs' Understanding of Proteins via Multimodal Structure and Sequence Representations. - Nuowei Liu; Changzhi Sun; Tao Ji; Junfeng Tian; Jianxin Tang; Yuanbin Wu; Man Lan (CoRR, 2024)

ReactGPT: Understanding of Chemical Reactions via In-Context Tuning. - Zhe Chen; Zhe Fang; Wenhao Tian; Zhaoguang Long; Changzhi Sun; Yuefeng Chen; Hao Yuan; Honglin Li; Man Lan (AAAI, 2025)

Logic-Regularized Verifier Elicits Reasoning from LLMs. - Xinyu Wang 022; Changzhi Sun; Lian Cheng; Yuanbin Wu; Dell Zhang; Xiaoling Wang 004; Xuelong Li 001 (ACL (1), 2025)

Semantic Attention and LLM-based Layout Guidance for Text-to-Image Generation. - Yuxiang Song; Zhaoguang Long; Man Lan; Changzhi Sun; Aimin Zhou; Yuefeng Chen; Hao Yuan; Fei Cao (ICASSP, 2025)

Digital Control Circuit of Accelerometer in Gravity Gradiometer Based on Particle Swarm Optimization Algorithm. - Changzhi Sun (Informatica (Slovenia), 2025)

Protein Design with Dynamic Protein Vocabulary. - Nuowei Liu; Jiahao Kuang; Yanting Liu; Changzhi Sun; Tao Ji; Yuanbin Wu; Man Lan (CoRR, 2025)

PDFBench: A Benchmark for De novo Protein Design from Function. - Jiahao Kuang; Nuowei Liu; Changzhi Sun; Tao Ji; Yuanbin Wu (CoRR, 2025)

Infinite Video Understanding. - Dell Zhang; Xiangyu Chen 006; Jixiang Luo; Mengxi Jia; Changzhi Sun; Ruilong Ren; Jingren Liu; Hao Sun; Xuelong Li 001 (CoRR, 2025)

Multi-label out-of-distribution detection with spectral normalized joint energy. - Yihan Mei; Xinyu Wang 022; Changzhi Sun; Dell Zhang; Xiaoling Wang 004 (World Wide Web (WWW), 2025)

Personalized learning path planning for higher education based on deep generative models and quantum machine learning: a multimodal learning analysis method integrating transformer, adversarial training and quantum state classification. - Changzhi Sun; Shijie Huang; Banghui Sun; Shiwei Chu (Discov. Artif. Intell., 2025)