Jiayi Kuang

20 papers A* 3Journal 14Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Cognitive Mismatch in Multimodal Large Language Models for Discrete Symbol Understanding.
CoRR
Yinghui Li, Jiayi Kuang, Peng Xing, Daixian Liu, Junnan Dong, Shu-Yu Guo, Yangning Li, Qingyu Zhou, Wenhao Jiang, Hai-Tao Zheng, Ying Shen, Liang Lin, Philip S. Yu
2026 J jnl
EvoConfig: Self-Evolving Multi-Agent Systems for Efficient Autonomous Environment Configuration.
CoRR
Xinshuai Guo, Jiayi Kuang, Linyue Pan, Yinghui Li, Yangning Li, Hai-Tao Zheng, Ying Shen, Di Yin, Xing Sun
2026 J jnl
TangramPuzzle: Evaluating Multimodal Large Language Models with Compositional Spatial Reasoning.
CoRR
Daixian Liu, Jiayi Kuang, Yinghui Li, Yangning Li, Di Yin, Haoyu Cao, Xing Sun, Ying Shen, Hai-Tao Zheng, Liang Lin, Philip S. Yu
2025 J jnl
Atomic Thinking of LLMs: Decoupling and Exploring Mathematical Reasoning Abilities.
CoRR
Jiayi Kuang, Haojing Huang, Yinghui Li, Xinnian Liang, Zhikun Xu, Yangning Li, Xiaoyu Tan, Chao Qu, Meishan Zhang, Ying Shen, Philip S. Yu
2025 — conf
Browsing Like Human: A Multimodal Web Agent with Experiential Fast-and-Slow Thinking.
ACL (1)
Haohao Luo, Jiayi Kuang, Wei Liu, Ying Shen, Jian Luan, Yang Deng
2025 — conf
Express What You See: Can Multimodal LLMs Decode Visual Ciphers with Intuitive Semiosis Comprehension?
ACL (Findings)
Jiayi Kuang, Yinghui Li, Chen Wang, Haohao Luo, Ying Shen, Wenhao Jiang
2025 J jnl
Natural Language Understanding and Inference with MLLM in Visual Question Answering: A Survey.
ACM Comput. Surv.
Jiayi Kuang, Ying Shen, Jingyou Xie, Haohao Luo, Zhe Xu, Ronghao Li, Yinghui Li, Xianfeng Cheng, Xika Lin, Yu Han
2025 A* conf
One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs.
ICML
Yinghui Li, Jiayi Kuang, Haojing Huang, Zhikun Xu, Xinnian Liang, Yi Yu, Wenlian Lu, Yangning Li, Xiaoyu Tan, Chao Qu, Ying Shen, Hai-Tao Zheng, Philip S. Yu
2025 J jnl
One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs.
CoRR
Yinghui Li, Jiayi Kuang, Haojing Huang, Zhikun Xu, Xinnian Liang, Yi Yu, Wenlian Lu, Yangning Li, Xiaoyu Tan, Chao Qu, Ying Shen, Hai-Tao Zheng, Philip S. Yu
2025 J jnl
Process-Level Trajectory Evaluation for Environment Configuration in Software Engineering Agents.
CoRR
Jiayi Kuang, Yinghui Li, Xin Zhang, Yangning Li, Di Yin, Xing Sun, Ying Shen, Philip S. Yu
2025 A* conf
Refine Knowledge of Large Language Models via Adaptive Contrastive Learning.
ICLR
Yinghui Li, Haojing Huang, Jiayi Kuang, Yangning Li, Shu-Yu Guo, Chao Qu, Xiaoyu Tan, Hai-Tao Zheng, Ying Shen, Philip S. Yu
2025 J jnl
Refine Knowledge of Large Language Models via Adaptive Contrastive Learning.
CoRR
Yinghui Li, Haojing Huang, Jiayi Kuang, Yangning Li, Shu-Yu Guo, Chao Qu, Xiaoyu Tan, Hai-Tao Zheng, Ying Shen, Philip S. Yu
2024 A* conf
Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support Conversation.
SIGIR
Zhe Xu, Daoyuan Chen, Jiayi Kuang, Zihao Yi, Yaliang Li, Ying Shen
2024 J jnl
Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support Conversation.
CoRR
Zhe Xu, Daoyuan Chen, Jiayi Kuang, Zihao Yi, Yaliang Li, Ying Shen
2024 — conf
Explore the Textual Perception Ability on the Images for Multimodal Large Language Models.
NLPCC (5)
Jiayi Kuang, Jiarui Ouyang, Ying Shen
2024 J jnl
FLEX-CLIP: Feature-Level GEneration Network Enhanced CLIP for X-shot Cross-modal Retrieval.
CoRR
Jingyou Xie, Jiayi Kuang, Zhenzhou Lin, Jiarui Ouyang, Zishuo Zhao, Ying Shen
2024 J jnl
Multi-label text classification based on semantic-sensitive graph convolutional network.
Knowl. Based Syst.
De-Long Zeng, Enze Zha, Jiayi Kuang, Ying Shen
2024 J jnl
Natural Language Understanding and Inference with MLLM in Visual Question Answering: A Survey.
CoRR
Jiayi Kuang, Jingyou Xie, Haohao Luo, Ronghao Li, Zhe Xu, Xianfeng Cheng, Yinghui Li, Xika Lin, Ying Shen
2023 J jnl
An Automation Script Generation Technique for the Smart Home.
J. Web Eng.
Jiayi Kuang, Gang Xue, Zeming Yan, Jing Liu
2022 J jnl
An approach for discovery and scheduling replaceable service on edge environment.
Neural Comput. Appl.
Zihao Wu, Zeming Yan, Dongyi Huang, Jiayi Kuang