Jiayang Cheng

20 papers A* 1A 1Journal 13Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
LogiDynamics: Unraveling the Dynamics of Logical Inference in Large Language Model Reasoning.
CoRR
Tianshi Zheng, Jiayang Cheng, Chunyang Li, Haochen Shi, Zihao Wang, Jiaxin Bai, Yangqiu Song, Ginny Y. Wong, Simon See
2025 J jnl
NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents.
CoRR
Tianshi Zheng, Kelvin Kiu-Wai Tam, Newt Hue-Nam K. Nguyen, Baixuan Xu, Zhaowei Wang, Jiayang Cheng, Hong Ting Tsang, Weiqi Wang, Jiaxin Bai, Tianqing Fang, Yangqiu Song, Ginny Y. Wong, Simon See
2025 J jnl
Top Ten Challenges Towards Agentic Neural Graph Databases.
CoRR
Jiaxin Bai, Zihao Wang, Yukun Zhou, Hang Yin, Weizhi Fei, Qi Hu, Zheye Deng, Jiayang Cheng, Tianshi Zheng, Hong Ting Tsang, Yisen Gao, Zhongwei Xie, Yufei Li, Lixin Fan, Binhang Yuan, Wei Wang, Lei Chen, Xiaofang Zhou, Yangqiu Song
2025 J jnl
Top Ten Challenges Towards Agentic Neural Graph Databases.
IEEE Data Eng. Bull.
Jiaxin Bai, Zihao Wang, Yukun Zhou, Hang Yin, Weizhi Fei, Qi Hu, Zheye Deng, Jiayang Cheng, Tianshi Zheng, Hong Ting Tsang, Yisen Gao, Zhongwei Xie, Yufei Li, Lixin Fan, Binhang Yuan, Wei Wang, Lei Chen, Xiaofang Zhou, Yangqiu Song
2024 J jnl
ActPlan-1K: Benchmarking the Procedural Planning Ability of Visual Language Models in Household Activities.
CoRR
Ying Su, Zhan Ling, Haochen Shi, Jiayang Cheng, Yauwai Yim, Yangqiu Song
2024 A conf
Audience Persona Knowledge-Aligned Prompt Tuning Method for Online Debate.
ECAI
Chunkit Chan, Jiayang Cheng, Xin Liu, Yauwai Yim, Yuxin Jiang, Zheye Deng, Haoran Li, Yangqiu Song, Ginny Y. Wong, Simon See
2024 J jnl
CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning.
CoRR
Weiqi Wang, Tianqing Fang, Chunyang Li, Haochen Shi, Wenxuan Ding, Baixuan Xu, Zhaowei Wang, Jiaxin Bai, Xin Liu, Jiayang Cheng, Chunkit Chan, Yangqiu Song
2024 J jnl
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing.
CoRR
Jiangshu Du, Yibo Wang, Wenting Zhao, Zhongfen Deng, Shuaiqi Liu, Renze Lou, Henry Peng Zou, Pranav Narayanan Venkit, Nan Zhang, Mukund Srinath, Ranran Haoran Zhang, Vipul Gupta, Yinghui Li, Tao Li, Fei Wang, Qin Liu, Tianlin Liu, Pengzhi Gao, Congying Xia, Chen Xing, Jiayang Cheng, Zhaowei Wang, Ying Su, Raj Sanjay Shah, Ruohao Guo, Jing Gu, Haoran Li, Kangda Wei, Zihao Wang, Lu Cheng, Surangika Ranathunga, Meng Fang, Jie Fu, Fei Liu, Ruihong Huang, Eduardo Blanco, Yixin Cao, Rui Zhang, Philip S. Yu, Wenpeng Yin
2024 J jnl
Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory.
CoRR
Haoran Li, Wei Fan, Yulin Chen, Jiayang Cheng, Tianshu Chu, Xuebing Zhou, Peizhao Hu, Yangqiu Song
2023 J jnl
ChatGPT Evaluation on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations.
CoRR
Chunkit Chan, Jiayang Cheng, Weiqi Wang, Yuxin Jiang, Tianqing Fang, Xin Liu, Yangqiu Song
2023 — conf
DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition.
ACL (Findings)
Chunkit Chan, Xin Liu, Jiayang Cheng, Zihan Li, Yangqiu Song, Ginny Y. Wong, Simon See
2023 J jnl
DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition.
CoRR
Chunkit Chan, Xin Liu, Jiayang Cheng, Zihan Li, Yangqiu Song, Ginny Y. Wong, Simon See
2023 — conf
Self-Consistent Narrative Prompts on Abductive Natural Language Inference.
IJCNLP (1)
Chunkit Chan, Xin Liu, Tsz Ho Chan, Jiayang Cheng, Yangqiu Song, Ginny Y. Wong, Simon See
2023 J jnl
Self-Consistent Narrative Prompts on Abductive Natural Language Inference.
CoRR
Chunkit Chan, Xin Liu, Tsz Ho Chan, Jiayang Cheng, Yangqiu Song, Ginny Y. Wong, Simon See
2022 A* conf
Boosting Graph Structure Learning with Dummy Nodes.
ICML
Xin Liu, Jiayang Cheng, Yangqiu Song, Xin Jiang
2022 J jnl
Boosting Graph Structure Learning with Dummy Nodes.
CoRR
Xin Liu, Jiayang Cheng, Yangqiu Song, Xin Jiang
2022 — conf
Learning from Sibling Mentions with Scalable Graph Inference in Fine-Grained Entity Typing.
ACL (1)
Yi Chen, Jiayang Cheng, Haiyun Jiang, Lemao Liu, Haisong Zhang, Shuming Shi, Ruifeng Xu
2021 J jnl
A Question-answering Based Framework for Relation Extraction Validation.
CoRR
Jiayang Cheng, Haiyun Jiang, Deqing Yang, Yanghua Xiao
2021 — conf
Incorporating Syntactic Information into Relation Representations for Enhanced Relation Extraction.
PAKDD (3)
Li Cui, Deqing Yang, Jiayang Cheng, Yanghua Xiao
2021 — conf
Refining Sample Embeddings with Relation Prototypes to Enhance Continual Relation Extraction.
ACL/IJCNLP (1)
Li Cui, Deqing Yang, Jiaxin Yu, Chengwei Hu, Jiayang Cheng, Jingjie Yi, Yanghua Xiao