Hongyi Ling

26 papers A* 5A 3Journal 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
Sound State Encodings in Translational Separation Logic Verifiers (Extended Version).
CoRR
Hongyi Ling, Thibault Dardinier, Ellen Arlt, Peter Müller
2025 J jnl
Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems.
Found. Trends Mach. Learn.
Xuan Zhang, Limei Wang, Jacob Helwig, Youzhi Luo, Cong Fu, Yaochen Xie, Meng Liu, Yuchao Lin, Zhao Xu, Keqiang Yan, Keir Adams, Maurice Weiler, Xiner Li, Tianfan Fu, Yucheng Wang, Alex Strasser, Haiyang Yu, Yuqing Xie, Xiang Fu, Shenglong Xu, Yi Liu, Yuanqi Du, Alexandra Saxton, Hongyi Ling, Hannah Lawrence, Hannes Stärk, Shurui Gui, Carl Edwards, Nicholas Gao, Adriana Ladera, Tailin Wu, Elyssa F. Hofgard, Aria Mansouri Tehrani, Rui Wang, Ameya Daigavane, Montgomery Bohde, Jerry Kurtin, Qian Huang, Tuong Phung, Minkai Xu, Chaitanya K. Joshi, Simon V. Mathis, Kamyar Azizzadenesheli, Ada Fang, Alán Aspuru-Guzik, Erik J. Bekkers, Michael M. Bronstein, Marinka Zitnik, Anima Anandkumar, Stefano Ermon, Pietro Liò, Rose Yu, Stephan Günnemann, Jure Leskovec, Heng Ji, Jimeng Sun, Regina Barzilay, Tommi S. Jaakkola, Connor W. Coley, Xiaoning Qian, Xiaofeng Qian, Tess E. Smidt, Shuiwang Ji
2025 J jnl
Autonomous Agents for Scientific Discovery: Orchestrating Scientists, Language, Code, and Physics.
CoRR
Lianhao Zhou, Hongyi Ling, Cong Fu, Yepeng Huang, Michael Sun, Wendi Yu, Xiaoxuan Wang, Xiner Li, Xingyu Su, Junkai Zhang, Xiusi Chen, Chenxing Liang, Xiaofeng Qian, Heng Ji, Wei Wang, Marinka Zitnik, Shuiwang Ji
2025 A conf
Balancing Fine-tuning and RAG: A Hybrid Strategy for Dynamic LLM Recommendation Updates.
RecSys
Changping Meng, Hongyi Ling, Jianling Wang, Yifan Liu, Shuzhou Zhang, Dapeng Hong, Mingyan Gao, Onkar Dalal, Ed H. Chi, Lichan Hong, Haokai Lu, Ningren Han
2025 J jnl
Balancing Fine-tuning and RAG: A Hybrid Strategy for Dynamic LLM Recommendation Updates.
CoRR
Changping Meng, Hongyi Ling, Jianling Wang, Yifan Liu, Shuzhou Zhang, Dapeng Hong, Mingyan Gao, Onkar Dalal, Ed H. Chi, Lichan Hong, Haokai Lu, Ningren Han
2025 J jnl
Complex LLM Planning via Automated Heuristics Discovery.
CoRR
Hongyi Ling, Shubham Parashar, Sambhav Khurana, Blake Olson, Anwesha Basu, Gaurangi Sinha, Zhengzhong Tu, James Caverlee, Shuiwang Ji
2025 J jnl
Counterfactual Fairness on Graphs: Augmentations, Hidden Confounders, and Identifiability.
Trans. Mach. Learn. Res.
Hongyi Ling, Zhimeng Jiang, Na Zou, Shuiwang Ji
2025 J jnl
Curriculum Reinforcement Learning from Easy to Hard Tasks Improves LLM Reasoning.
CoRR
Shubham Parashar, Shurui Gui, Xiner Li, Hongyi Ling, Sushil Vemuri, Blake Olson, Eric Li, Yu Zhang, James Caverlee, Dileep Kalathil, Shuiwang Ji
2025 J jnl
From monopoly to competition: When do optimal contests prevail?
Games Econ. Behav.
Xiaotie Deng, Yotam Gafni, Ron Lavi, Tao Lin, Hongyi Ling
2025 J jnl
Inference-Time Computations for LLM Reasoning and Planning: A Benchmark and Insights.
CoRR
Shubham Parashar, Blake Olson, Sambhav Khurana, Eric Li, Hongyi Ling, James Caverlee, Shuiwang Ji
2025 J jnl
Invariant Tokenization of Crystalline Materials for Language Model Enabled Generation.
CoRR
Keqiang Yan, Xiner Li, Hongyi Ling, Kenna Ashen, Carl Edwards, Raymundo Arróyave, Marinka Zitnik, Heng Ji, Xiaofeng Qian, Xiaoning Qian, Shuiwang Ji
2025 A* conf
On Explaining Equivariant Graph Networks via Improved Relevance Propagation.
ICML
Hongyi Ling, Haiyang Yu, Zhimeng Jiang, Na Zou, Shuiwang Ji
2025 J jnl
Toward Greater Autonomy in Materials Discovery Agents: Unifying Planning, Physics, and Scientists.
CoRR
Lianhao Zhou, Hongyi Ling, Keqiang Yan, Kaiji Zhao, Xiaoning Qian, Raymundo Arróyave, Xiaofeng Qian, Shuiwang Ji
2024 A* conf
Invariant Tokenization of Crystalline Materials for Language Model Enabled Generation.
NeurIPS
Keqiang Yan, Xiner Li, Hongyi Ling, Kenna Ashen, Carl Edwards, Raymundo Arróyave, Marinka Zitnik, Heng Ji, Xiaofeng Qian, Xiaoning Qian, Shuiwang Ji
2024 A conf
Lattice Convolutional Networks for Learning Ground States of Quantum Many-Body Systems.
SDM
Cong Fu, Xuan Zhang, Huixin Zhang, Hongyi Ling, Shenglong Xu, Shuiwang Ji
2023 J jnl
A Provable Softmax Reputation-Based Protocol for Permissioned Blockchains.
IEEE Trans. Cloud Comput.
Hongyin Chen, Zhaohua Chen, Yukun Cheng, Xiaotie Deng, Wenhan Huang, Jichen Li, Hongyi Ling, Mengqian Zhang
2023 J jnl
Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems.
CoRR
Xuan Zhang, Limei Wang, Jacob Helwig, Youzhi Luo, Cong Fu, Yaochen Xie, Meng Liu, Yuchao Lin, Zhao Xu, Keqiang Yan, Keir Adams, Maurice Weiler, Xiner Li, Tianfan Fu, Yucheng Wang, Haiyang Yu, Yuqing Xie, Xiang Fu, Alex Strasser, Shenglong Xu, Yi Liu, Yuanqi Du, Alexandra Saxton, Hongyi Ling, Hannah Lawrence, Hannes Stärk, Shurui Gui, Carl Edwards, Nicholas Gao, Adriana Ladera, Tailin Wu, Elyssa F. Hofgard, Aria Mansouri Tehrani, Rui Wang, Ameya Daigavane, Montgomery Bohde, Jerry Kurtin, Qian Huang, Tuong Phung, Minkai Xu, Chaitanya K. Joshi, Simon V. Mathis, Kamyar Azizzadenesheli, Ada Fang, Alán Aspuru-Guzik, Erik J. Bekkers, Michael M. Bronstein, Marinka Zitnik, Anima Anandkumar, Stefano Ermon, Pietro Liò, Rose Yu, Stephan Günnemann, Jure Leskovec, Heng Ji, Jimeng Sun, Regina Barzilay, Tommi S. Jaakkola, Connor W. Coley, Xiaoning Qian, Xiaofeng Qian, Tess E. Smidt, Shuiwang Ji
2023 A* conf
From Monopoly to Competition: Optimal Contests Prevail.
AAAI
Xiaotie Deng, Yotam Gafni, Ron Lavi, Tao Lin, Hongyi Ling
2023 A* conf
Graph Mixup with Soft Alignments.
ICML
Hongyi Ling, Zhimeng Jiang, Meng Liu, Shuiwang Ji, Na Zou
2023 J jnl
Graph Mixup with Soft Alignments.
CoRR
Hongyi Ling, Zhimeng Jiang, Meng Liu, Shuiwang Ji, Na Zou
2023 A* conf
Learning Fair Graph Representations via Automated Data Augmentations.
ICLR
Hongyi Ling, Zhimeng Jiang, Youzhi Luo, Shuiwang Ji, Na Zou
2022 J jnl
Lattice Convolutional Networks for Learning Ground States of Quantum Many-Body Systems.
CoRR
Cong Fu, Xuan Zhang, Huixin Zhang, Hongyi Ling, Shenglong Xu, Shuiwang Ji
2021 J jnl
From Monopoly to Competition: Optimal Contests Prevail.
CoRR
Xiaotie Deng, Yotam Gafni, Ron Lavi, Tao Lin, Hongyi Ling
2021 A conf
Poster: An Efficient Permissioned Blockchain with Provable Reputation Mechanism.
ICDCS
Hongyin Chen, Zhaohua Chen, Yukun Cheng, Xiaotie Deng, Wenhan Huang, Jichen Li, Hongyi Ling, Mengqian Zhang
2020 J jnl
An Efficient Permissioned Blockchain Model with Provable Reputation Mechanism.
CoRR
Hongyin Chen, Zhaohua Chen, Yukun Cheng, Xiaotie Deng, Wenhan Huang, Jichen Li, Hongyi Ling, Mengqian Zhang
2020 J jnl
Pose Estimation of Specular and Symmetrical Objects.
CoRR
Jiaming Hu, Hongyi Ling, Priyam Parashar, Aayush Naik, Henrik I. Christensen