Tianshi Zheng
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
12
Venues
2
Active years
2024–2026
Best venue rank
A*
Where they publish
Papers
12 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora. | Jiaxin Bai, Wei Fan, Qi Hu, Qing Zong, Chunyang Li, Hong Ting Tsang, Hongyu Luo, Yauwai Yim, Haoyu Huang, Xiao Zhou, Feng Qin, Tianshi Zheng, Xi Peng, Xin Yao, Huiwen Yang, Leijie Wu, J. I Yi, Gong Zhang, Renhai Chen, Yangqiu Song |
| 2026 | ACL | DIXITWORLD: Evaluating Multimodal Abductive Reasoning in Vision-Language Models with Multi-Agent Dixit Gameplay. | Yunxiang Mo, Tianshi Zheng, Qing Zong, Jiayu Liu, Baixuan Xu, Yauwai Yim, Chunkit Chan, Jiaxin Bai, Yangqiu Song |
| 2026 | ACL | InferenceDynamics: Adaptive LLM Routing through Structured Capability and Knowledge Profiling. | Haochen Shi, Tianshi Zheng, Weiqi Wang, Baixuan Xu, Chunyang Li, Chunkit Chan, Tao Fan, Yangqiu Song |
| 2026 | ACL | AutoGraph-R1: End-to-End Reinforcement Learning for Knowledge Graph Construction. | Hong Ting Tsang, Jiaxin Bai, Haoyu Huang, Qiao Xiao, Tianshi Zheng, Baixuan Xu, Shujie Liu, Yangqiu Song |
| 2025 | ACL | Patterns Over Principles: The Fragility of Inductive Reasoning in LLMs under Noisy Observations. | Chunyang Li, Weiqi Wang, Tianshi Zheng, Yangqiu Song |
| 2025 | ACL | KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education? | Tianshi Zheng, Weihan Li, Jiaxin Bai, Weiqi Wang, Yangqiu Song |
| 2025 | ACL | Enhancing Transformers for Generalizable First-Order Logical Entailment. | Tianshi Zheng, Jiazheng Wang, Zihao Wang, Jiaxin Bai, Hang Yin, Zheye Deng, Yangqiu Song, Jianxin Li |
| 2025 | ACL | ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty. | Qing Zong, Zhaowei Wang, Tianshi Zheng, Xiyu Ren, Yangqiu Song |
| 2025 | EMNLP | From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery. | Tianshi Zheng, Zheye Deng, Hong Ting Tsang, Weiqi Wang, Jiaxin Bai, Zihao Wang, Yangqiu Song |
| 2025 | EMNLP | LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning. | Tianshi Zheng, Cheng Jiayang, Chunyang Li, Haochen Shi, Zihao Wang, Jiaxin Bai, Yangqiu Song, Ginny Y. Wong, Simon See |
| 2024 | ACL | Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation. | Jiaxin Bai, Yicheng Wang, Tianshi Zheng, Yue Guo, Xin Liu, Yangqiu Song |
| 2024 | EMNLP | Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction. | Zheye Deng, Chunkit Chan, Weiqi Wang, Yuxi Sun, Wei Fan, Tianshi Zheng, Yauwai Yim, Yangqiu Song |