Hyper-Redundant Planar Manipulators: Motion Planning with Discrete Modal Summation Procedure. - Sunil Kumar Agrawal; Siyan Li; Madhu Annapragada (ICRA, 1994)

Creative computing for personalised meta-search engine based on semantic web. - Sicong Ma; Siyan Li; Hongji Yang (ICAC, 2015)

A Deep Neural Network for Modeling Music. - Pengjing Zhang; Xiaoqing Zheng; Wenqiang Zhang; Siyan Li; Sheng Qian; Wenqi He; Shangtong Zhang; Ziyuan Wang (ICMR, 2015)

Utilising Creative Computing and data mining techniques to analyse queries in a meta-search system. - Sicong Ma; Siyan Li; Hongji Yang (ICAC, 2016)

Adaptable Human Intention and Trajectory Prediction for Human-Robot Collaboration. - Abulikemu Abuduweili; Siyan Li; Changliu Liu (CoRR, 2019)

Research on Reliability and Validity of Mobile Networks-Based Automated Writing Evaluation. - Fei Lang; Siyan Li; Siwen Zhang (Int. J. Mob. Comput. Multim. Commun., 2019)

Reducing Non-Normative Text Generation from Language Models. - Xiangyu Peng; Siyan Li; Spencer Frazier; Mark O. Riedl (INLG, 2020)

Fine-Tuning a Transformer-Based Language Model to Avoid Generating Non-Normative Text. - Xiangyu Peng; Siyan Li; Spencer Frazier; Mark O. Riedl (CoRR, 2020)

Growing 3D Artefacts and Functional Machines with Neural Cellular Automata. - Shyam Sudhakaran; Djordje Grbic; Siyan Li; Adam Katona; Elias Najarro; Claire Glanois; Sebastian Risi (ALIFE, 2021)

Fault Classification in Transmission Network with Semi-supervised Learning Method. - Siyan Li; Yuhang Zhang 012; Fan Yang 087; Robert C. Qiu (ISGT-Europe, 2021)

Automatic Story Generation: Challenges and Attempts. - Amal Alabdulkarim; Siyan Li; Xiangyu Peng (CoRR, 2021)

Systematicity in GPT-3's Interpretation of Novel English Noun Compounds. - Siyan Li; Riley Carlson; Christopher Potts (EMNLP (Findings), 2022)

Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference. - Eric Mitchell; Joseph J. Noh; Siyan Li; William S. Armstrong; Ananth Agarwal; Patrick Liu; Chelsea Finn; Christopher D. Manning (EMNLP, 2022)

Inferring the Reader: Guiding Automated Story Generation with Commonsense Reasoning. - Xiangyu Peng; Siyan Li; Sarah Wiegreffe; Mark O. Riedl (EMNLP (Findings), 2022)

When can I Speak? Predicting initiation points for spoken dialogue agents. - Siyan Li; Ashwin Paranjape; Christopher D. Manning (SIGDIAL, 2022)

Learning Efficient Representations for Enhanced Object Detection on Large-scene SAR Images. - Siyan Li; Yue Xiao; Yuhang Zhang 012; Lei Chu; Robert C. Qiu (CoRR, 2022)

Personalized Trajectory Prediction for Driving Behavior Modeling in Ramp-Merging Scenarios. - Siyan Li; Chuheng Wei; Guoyuan Wu 001; Matthew J. Barth; Amr Abdelraouf; Rohit Gupta; Kyungtae Han (IRC, 2023)

Color Me Intrigued: Quantifying Usage of Colors in Fiction. - Siyan Li (CoRR, 2023)

A Novel Mining Belt conveyor Inspection robot used in Extremely cold conditions. - Yahui Zhang; Linxuan Wang; Siyan Li; Aimin Li; Haopeng Li; Hongliang Zhang (Int. J. Robotics Autom., 2023)

Some mader-perfect graph classes. - Rongling Lang; Hui Lei 002; Siyan Li; Xiaopan Lian; Susu Wang (Appl. Math. Comput., 2023)

Using Adaptive Empathetic Responses for Teaching English. - Siyan Li; Teresa Shao; Julia Hirschberg; Zhou Yu (BEA, 2024)

EDEN: Empathetic Dialogues for English Learning. - Siyan Li; Teresa Shao; Zhou Yu; Julia Hirschberg (EMNLP (Findings), 2024)

Benchmarking and Improving Generator-Validator Consistency of Language Models. - Xiang Lisa Li; Vaishnavi Shrivastava; Siyan Li; Tatsunori Hashimoto; Percy Liang (ICLR, 2024)

SFDE-net: A Spatial-Frequency Domain Feature Enhancement Network for Cloud Detection. - Baotong Su; Siyan Li; Wenguang Zheng; Yao Chen (ICME, 2024)

Deep Neural Network Pruning with Progressive Regularizer. - Yexu Zhou; Haibin Zhao; Michael Hefenbrock; Siyan Li; Yiran Huang; Michael Beigl (IJCNN, 2024)

Investigating Personalized Driving Behaviors in Dilemma Zones: Analysis and Prediction of Stop-or-Go Decisions. - Ziye Qin; Siyan Li; Guoyuan Wu 001; Matthew J. Barth; Amr Abdelraouf; Rohit Gupta; Kyungtae Han (CoRR, 2024)

Cross-coupled 4T2R multi-logic in-memory computing circuit design. - Zhiting Lin; Changxin Yue; Ke Li; Qiushi Feng; Siyan Li; Yue Zhao; Yuanyang Wang; Jiaqi Chen; Wenjuan Lu; Chunyu Peng; Qiang Zhao 007; Chenghu Dai; et al. (Microelectron. J., 2024)

PAPILLON: Privacy Preservation from Internet-based and Local Language Model Ensembles. - Siyan Li; Vethavikashini Chithrra Raghuram; Omar Khattab; Julia Hirschberg; Zhou Yu (NAACL (Long Papers), 2025)

Bottom-Up Synthesis of Knowledge-Grounded Task-Oriented Dialogues with Iteratively Self-Refined Prompts. - Kun Qian 016; Maximillian Chen; Siyan Li; Arpit Sharma 001; Zhou Yu 005 (NAACL (Short Papers), 2025)

PDB: Not All Drivers Are the Same - A Personalized Dataset for Understanding Driving Behavior. - Chuheng Wei; Ziye Qin; Siyan Li; Ziyan Zhang; Xuanpeng Zhao; Amr Abdelraouf; Rohit Gupta; Kyungtae Han; Matthew J. Barth; Guoyuan Wu 001 (CoRR, 2025)

Investigating Personalized Driving Behaviors in Dilemma Zones: Analysis and Prediction of Stop-or-Go Decisions. - Ziye Qin; Siyan Li; Chuheng Wei; Guoyuan Wu 001; Matthew J. Barth; Amr Abdelraouf; Rohit Gupta; Kyungtae Han (IEEE Robotics Autom. Lett., 2025)