Ziyu Yao

90 papers A* 14A 1Journal 58Unranked 17
YearRankTypeTitle / Venue / Authors
2026 A* conf
Designing AI Peers for Collaborative Mathematical Problem Solving with Middle School Students: A Participatory Design Study.
CHI
Wenhan Lyu, Yimeng Wang, Murong Yue, Yifan Sun, Jennifer Suh, Meredith Kier, Ziyu Yao, Yixuan Zhang
2026 J jnl
Designing AI Peers for Collaborative Mathematical Problem Solving with Middle School Students: A Participatory Design Study.
CoRR
Wenhan Lyu, Yimeng Wang, Murong Yue, Yifan Sun, Jennifer Suh, Meredith Kier, Ziyu Yao, Yixuan Zhang
2026 J jnl
Why Do LLM-based Web Agents Fail? A Hierarchical Planning Perspective.
CoRR
Mohamed Aghzal, Gregory J. Stein, Ziyu Yao
2025 J jnl
A Survey on Large Language Models for Automated Planning.
CoRR
Mohamed Aghzal, Erion Plaku, Gregory J. Stein, Ziyu Yao
2025 — conf
A Survey on Sparse Autoencoders: Interpreting the Internal Mechanisms of Large Language Models.
EMNLP (Findings)
Dong Shu, Xuansheng Wu, Haiyan Zhao, Daking Rai, Ziyu Yao, Ninghao Liu, Mengnan Du
2025 J jnl
A Survey on Sparse Autoencoders: Interpreting the Internal Mechanisms of Large Language Models.
CoRR
Dong Shu, Xuansheng Wu, Haiyan Zhao, Daking Rai, Ziyu Yao, Ninghao Liu, Mengnan Du
2025 A* conf
All for One: LLMs Solve Mental Math at the Last Token With Information Transferred From Other Tokens.
EMNLP
Siddarth Mamidanna, Daking Rai, Ziyu Yao, Yilun Zhou
2025 J jnl
All for One: LLMs Solve Mental Math at the Last Token With Information Transferred From Other Tokens.
CoRR
Siddarth Mamidanna, Daking Rai, Ziyu Yao, Yilun Zhou
2025 A conf
AutoSpatial: Visual-Language Reasoning for Social Robot Navigation through Efficient Spatial Reasoning Learning.
IROS
Yangzhe Kong, Daeun Song, Jing Liang, Dinesh Manocha, Ziyu Yao, Xuesu Xiao
2025 J jnl
AutoSpatial: Visual-Language Reasoning for Social Robot Navigation through Efficient Spatial Reasoning Learning.
CoRR
Yangzhe Kong, Daeun Song, Jing Liang, Dinesh Manocha, Ziyu Yao, Xuesu Xiao
2025 J jnl
Beneath the Surface: How Large Language Models Reflect Hidden Bias.
CoRR
Jinhao Pan, Chahat Raj, Ziyu Yao, Ziwei Zhu
2025 J jnl
Can LLMs Simulate Personas with Reversed Performance? A Benchmark for Counterfactual Instruction Following.
CoRR
Sai Adith Senthil Kumar, Hao Yan, Saipavan Perepa, Murong Yue, Ziyu Yao
2025 A* conf
DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search.
ICLR
Murong Yue, Wenlin Yao, Haitao Mi, Dian Yu, Ziyu Yao, Dong Yu
2025 — conf
Efficient but Vulnerable: Benchmarking and Defending LLM Batch Prompting Attack.
ACL (Findings)
Murong Yue, Ziyu Yao
2025 J jnl
Efficient but Vulnerable: Benchmarking and Defending LLM Batch Prompting Attack.
CoRR
Murong Yue, Ziyu Yao
2025 A* conf
Evaluating Vision-Language Models as Evaluators in Path Planning.
CVPR
Mohamed Aghzal, Xiang Yue, Erion Plaku, Ziyu Yao
2025 — conf
Evaluating the Effectiveness of Persona Simulation in Opinion Prediction with GPT-4.1.
ICDM (Workshops)
Sarah Li, Ziyu Yao
2025 J jnl
Failure by Interference: Language Models Make Balanced Parentheses Errors When Faulty Mechanisms Overshadow Sound Ones.
CoRR
Daking Rai, Samuel Miller, Kevin Moran, Ziyu Yao
2025 A* conf
Feature Extraction and Steering for Enhanced Chain-of-Thought Reasoning in Language Models.
EMNLP
Zihao Li, Xu Wang, Yuzhe Yang, Ziyu Yao, Haoyi Xiong, Mengnan Du
2025 J jnl
Feature Extraction and Steering for Enhanced Chain-of-Thought Reasoning in Language Models.
CoRR
Zihao Li, Xu Wang, Yuzhe Yang, Ziyu Yao, Haoyi Xiong, Mengnan Du
2025 J jnl
Guiding AI to Fix Its Own Flaws: An Empirical Study on LLM-Driven Secure Code Generation.
CoRR
Hao Yan, Swapneel Suhas Vaidya, Xiaokuan Zhang, Ziyu Yao
2025 — conf
Instruction-Tuning LLMs for Event Extraction with Annotation Guidelines.
ACL (Findings)
Saurabh Srivastava, Sweta Pati, Ziyu Yao
2025 J jnl
Instruction-Tuning LLMs for Event Extraction with Annotation Guidelines.
CoRR
Saurabh Srivastava, Sweta Pati, Ziyu Yao
2025 J jnl
Mechanistic Understanding of Language Models in Syntactic Code Completion.
CoRR
Samuel Miller, Daking Rai, Ziyu Yao
2025 J jnl
Reassessing Code Authorship Attribution in the Era of Language Models.
CoRR
Atish Kumar Dipongkor, Ziyu Yao, Kevin Moran
2025 J jnl
Revisiting Prompt Optimization with Large Reasoning Models-A Case Study on Event Extraction.
CoRR
Saurabh Srivastava, Ziyu Yao
2025 J jnl
ToolLibGen: Scalable Automatic Tool Creation and Aggregation for LLM Reasoning.
CoRR
Murong Yue, Zhiwei Liu, Liangwei Yang, Jianguo Zhang, Zuxin Liu, Haolin Chen, Ziyu Yao, Silvio Savarese, Caiming Xiong, Shelby Heinecke, Huan Wang
2025 — conf
What's Not Said Still Hurts: A Description-Based Evaluation Framework for Measuring Social Bias in LLMs.
EMNLP (Findings)
Jinhao Pan, Chahat Raj, Ziyu Yao, Ziwei Zhu
2024 J jnl
A Practical Review of Mechanistic Interpretability for Transformer-Based Language Models.
CoRR
Daking Rai, Yilun Zhou, Shi Feng, Abulhair Saparov, Ziyu Yao
2024 — conf
An Investigation of Neuron Activation as a Unified Lens to Explain Chain-of-Thought Eliciting Arithmetic Reasoning of LLMs.
ACL (1)
Daking Rai, Ziyu Yao
2024 J jnl
An Investigation of Neuron Activation as a Unified Lens to Explain Chain-of-Thought Eliciting Arithmetic Reasoning of LLMs.
CoRR
Daking Rai, Ziyu Yao
2024 J jnl
DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search.
CoRR
Murong Yue, Wenlin Yao, Haitao Mi, Dian Yu, Ziyu Yao, Dong Yu
2024 J jnl
Evaluating Vision-Language Models as Evaluators in Path Planning.
CoRR
Mohamed Aghzal, Xiang Yue, Erion Plaku, Ziyu Yao
2024 — conf
Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance.
ACL (Findings)
Saurabh Srivastava, Chengyue Huang, Weiguo Fan, Ziyu Yao
2024 J jnl
IntelliExplain: Enhancing Interactive Code Generation through Natural Language Explanations for Non-Professional Programmers.
CoRR
Hao Yan, Thomas D. LaToza, Ziyu Yao
2024 A* conf
Large Language Model Cascades with Mixture of Thought Representations for Cost-Efficient Reasoning.
ICLR
Murong Yue, Jie Zhao, Min Zhang, Liang Du, Ziyu Yao
2024 J jnl
Lens: A Foundation Model for Network Traffic in Cybersecurity.
CoRR
Qineng Wang, Chen Qian, Xiaochang Li, Ziyu Yao, Huajie Shao
2024 — conf
Look Further Ahead: Testing the Limits of GPT-4 in Path Planning.
CASE
Mohamed Aghzal, Erion Plaku, Ziyu Yao
2024 J jnl
Look Further Ahead: Testing the Limits of GPT-4 in Path Planning.
CoRR
Mohamed Aghzal, Erion Plaku, Ziyu Yao
2024 J jnl
MathVC: An LLM-Simulated Multi-Character Virtual Classroom for Mathematics Education.
CoRR
Murong Yue, Wijdane Mifdal, Yixuan Zhang, Jennifer Suh, Ziyu Yao
2024 — conf
Navigating the Shortcut Maze: A Comprehensive Analysis of Shortcut Learning in Text Classification by Language Models.
EMNLP (Findings)
Yuqing Zhou, Ruixiang Tang, Ziyu Yao, Ziwei Zhu
2024 J jnl
Navigating the Shortcut Maze: A Comprehensive Analysis of Shortcut Learning in Text Classification by Language Models.
CoRR
Yuqing Zhou, Ruixiang Tang, Ziyu Yao, Ziwei Zhu
2024 J jnl
Understanding the Effect of Algorithm Transparency of Model Explanations in Text-to-SQL Semantic Parsing.
CoRR
Daking Rai, Rydia R. Weiland, Kayla Margaret Gabriella Herrera, Tyler H. Shaw, Ziyu Yao
2024 J jnl
Welcome to AI Matters 10(1).
AI Matters
Ziyu Yao
2024 J jnl
Welcome to AI Matters 10(2).
AI Matters
Ziyu Yao
2024 J jnl
Welcome to AI Matters 10(3).
AI Matters
Ziyu Yao
2024 J jnl
Welcome to AI Matters 10(4).
AI Matters
Ziyu Yao
2023 J jnl
Can Large Language Models be Good Path Planners? A Benchmark and Investigation on Spatial-temporal Reasoning.
CoRR
Mohamed Aghzal, Erion Plaku, Ziyu Yao
2023 A* conf
Explaining Large Language Model-Based Neural Semantic Parsers (Student Abstract).
AAAI
Daking Rai, Yilun Zhou, Bailin Wang, Ziyu Yao
2023 J jnl
Explaining Large Language Model-Based Neural Semantic Parsers (Student Abstract).
CoRR
Daking Rai, Yilun Zhou, Bailin Wang, Ziyu Yao
2023 — conf
Gentopia.AI: A Collaborative Platform for Tool-Augmented LLMs.
EMNLP (Demos)
Binfeng Xu, Xukun Liu, Hua Shen, Zeyu Han, Yuhan Li, Murong Yue, Zhiyuan Peng, Yuchen Liu, Ziyu Yao, Dongkuan Xu
2023 J jnl
Gentopia: A Collaborative Platform for Tool-Augmented LLMs.
CoRR
Binfeng Xu, Xukun Liu, Hua Shen, Zeyu Han, Yuhan Li, Murong Yue, Zhiyuan Peng, Yuchen Liu, Ziyu Yao, Dongkuan Xu
2023 J jnl
Improving Generalization in Language Model-Based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-Based Techniques.
CoRR
Daking Rai, Bailin Wang, Yilun Zhou, Ziyu Yao
2023 — conf
Improving Generalization in Language Model-based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-based Techniques.
ACL (2)
Daking Rai, Bailin Wang, Yilun Zhou, Ziyu Yao
2023 J jnl
Instance Needs More Care: Rewriting Prompts for Instances Yields Better Zero-Shot Performance.
CoRR
Saurabh Srivastava, Chengyue Huang, Weiguo Fan, Ziyu Yao
2023 J jnl
Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning.
CoRR
Murong Yue, Jie Zhao, Min Zhang, Liang Du, Ziyu Yao
2023 — conf
Learning to Simulate Natural Language Feedback for Interactive Semantic Parsing.
ACL (1)
Hao Yan, Saurabh Srivastava, Yintao Tai, Sida I. Wang, Wen-tau Yih, Ziyu Yao
2023 J jnl
Learning to Simulate Natural Language Feedback for Interactive Semantic Parsing.
CoRR
Hao Yan, Saurabh Srivastava, Yintao Tai, Sida I. Wang, Wen-tau Yih, Ziyu Yao
2023 J jnl
MAILEX: Email Event and Argument Extraction.
CoRR
Saurabh Srivastava, Gaurav Singh, Shou Matsumoto, Ali K. Raz, Paulo C. G. Costa, Joshua Poore, Ziyu Yao
2023 A* conf
MailEx: Email Event and Argument Extraction.
EMNLP
Saurabh Srivastava, Gaurav Singh, Shou Matsumoto, Ali K. Raz, Paulo C. G. Costa, Joshua Poore, Ziyu Yao
2023 J jnl
SIGAI Annual Report: July 1 2022 - August 30 2023.
AI Matters
Sanmay Das, Nicholas Mattei, John P. Dickerson, Sven Koenig, Louise A. Dennis, Larry R. Medsker, Ziyu Yao, Anuj Karpatne, Alan Tsang, Matt Luckcuck
2023 J jnl
Welcome to AI Matters 9(1).
AI Matters
Ziyu Yao, Anuj Karpatne
2023 J jnl
Welcome to AI Matters 9(2).
AI Matters
Ziyu Yao, Anuj Karpatne
2023 J jnl
Welcome to AI Matters 9(3).
AI Matters
Ziyu Yao, Anuj Karpatne
2022 J jnl
SIGAI Annual Report: July 1 2021 - June 30 2022.
AI Matters
Sanmay Das, Nicholas Mattei, John P. Dickerson, Sven Koenig, Louise A. Dennis, Larry R. Medsker, Ziyu Yao, Anuj Karpatne, Alan Tsang, Matt Luckcuck
2022 — conf
Synthetic Question Value Estimation for Domain Adaptation of Question Answering.
ACL (1)
Xiang Yue, Ziyu Yao, Huan Sun
2022 J jnl
Synthetic Question Value Estimation for Domain Adaptation of Question Answering.
CoRR
Xiang Yue, Ziyu Yao, Huan Sun
2022 A* conf
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models.
EMNLP
Tianbao Xie, Chen Henry Wu, Peng Shi, Ruiqi Zhong, Torsten Scholak, Michihiro Yasunaga, Chien-Sheng Wu, Ming Zhong, Pengcheng Yin, Sida I. Wang, Victor Zhong, Bailin Wang, Chengzu Li, Connor Boyle, Ansong Ni, Ziyu Yao, Dragomir Radev, Caiming Xiong, Lingpeng Kong, Rui Zhang, Noah A. Smith, Luke Zettlemoyer, Tao Yu
2022 J jnl
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models.
CoRR
Tianbao Xie, Chen Henry Wu, Peng Shi, Ruiqi Zhong, Torsten Scholak, Michihiro Yasunaga, Chien-Sheng Wu, Ming Zhong, Pengcheng Yin, Sida I. Wang, Victor Zhong, Bailin Wang, Chengzu Li, Connor Boyle, Ansong Ni, Ziyu Yao, Dragomir R. Radev, Caiming Xiong, Lingpeng Kong, Rui Zhang, Noah A. Smith, Luke Zettlemoyer, Tao Yu
2022 J jnl
Welcome to AI matters 8(1).
AI Matters
Anuj Karpatne, Ziyu Yao
2022 J jnl
Welcome to AI matters 8(2).
AI Matters
Anuj Karpatne, Ziyu Yao
2022 J jnl
Welcome to AI matters 8(3).
AI Matters
Anuj Karpatne, Ziyu Yao
2022 J jnl
Welcome to AI matters 8(4).
AI Matters
Anuj Karpatne, Ziyu Yao
2021 — conf
CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering.
BIBM
Xiang Yue, Xinliang Frederick Zhang, Ziyu Yao, Simon M. Lin, Huan Sun
2021 A* conf
Learning Structural Edits via Incremental Tree Transformations.
ICLR
Ziyu Yao, Frank F. Xu, Pengcheng Yin, Huan Sun, Graham Neubig
2021 J jnl
Learning Structural Edits via Incremental Tree Transformations.
CoRR
Ziyu Yao, Frank F. Xu, Pengcheng Yin, Huan Sun, Graham Neubig
2020 — conf
An Imitation Game for Learning Semantic Parsers from User Interaction.
EMNLP (1)
Ziyu Yao, Yiqi Tang, Wen-tau Yih, Huan Sun, Yu Su
2020 J jnl
An Imitation Game for Learning Semantic Parsers from User Interaction.
CoRR
Ziyu Yao, Yiqi Tang, Wen-tau Yih, Huan Sun, Yu Su
2020 J jnl
CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering.
CoRR
Xiang Yue, Xinliang Frederick Zhang, Ziyu Yao, Simon M. Lin, Huan Sun
2019 A* conf
CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning.
WWW
Ziyu Yao, Jayavardhan Reddy Peddamail, Huan Sun
2019 J jnl
CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning.
CoRR
Ziyu Yao, Jayavardhan Reddy Peddamail, Huan Sun
2019 A* conf
Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning.
AAAI
Ziyu Yao, Xiujun Li, Jianfeng Gao, Brian M. Sadler, Huan Sun
2019 — conf
Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study.
EMNLP/IJCNLP (1)
Ziyu Yao, Yu Su, Huan Sun, Wen-tau Yih
2019 J jnl
Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study.
CoRR
Ziyu Yao, Yu Su, Huan Sun, Wen-tau Yih
2019 — conf
Reinforced Dynamic Reasoning for Conversational Question Generation.
ACL (1)
Boyuan Pan, Hao Li, Ziyu Yao, Deng Cai, Huan Sun
2019 J jnl
Reinforced Dynamic Reasoning for Conversational Question Generation.
CoRR
Boyuan Pan, Hao Li, Ziyu Yao, Deng Cai, Huan Sun
2018 J jnl
Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning.
CoRR
Ziyu Yao, Xiujun Li, Jianfeng Gao, Brian M. Sadler, Huan Sun
2018 A* conf
StaQC: A Systematically Mined Question-Code Dataset from Stack Overflow.
WWW
Ziyu Yao, Daniel S. Weld, Wei-Peng Chen, Huan Sun
2018 J jnl
StaQC: A Systematically Mined Question-Code Dataset from Stack Overflow.
CoRR
Ziyu Yao, Daniel S. Weld, Wei-Peng Chen, Huan Sun
2016 A* conf
Semi-Supervised Multinomial Naive Bayes for Text Classification by Leveraging Word-Level Statistical Constraint.
AAAI
Li Zhao, Minlie Huang, Ziyu Yao, Rongwei Su, Yingying Jiang, Xiaoyan Zhu