An approach for discovery and scheduling replaceable service on edge environment. - Zihao Wu; Zeming Yan; Dongyi Huang; Jiayi Kuang (Neural Comput. Appl., 2022)

An Automation Script Generation Technique for the Smart Home. - Jiayi Kuang; Gang Xue; Zeming Yan; Jing Liu (J. Web Eng., 2023)

Explore the Textual Perception Ability on the Images for Multimodal Large Language Models. - Jiayi Kuang; Jiarui Ouyang; Ying Shen 001 (NLPCC (5), 2024)

Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support Conversation. - Zhe Xu 009; Daoyuan Chen; Jiayi Kuang; Zihao Yi; Yaliang Li; Ying Shen 001 (SIGIR, 2024)

FLEX-CLIP: Feature-Level GEneration Network Enhanced CLIP for X-shot Cross-modal Retrieval. - Jingyou Xie; Jiayi Kuang; Zhenzhou Lin; Jiarui Ouyang; Zishuo Zhao; Ying Shen 001 (CoRR, 2024)

Natural Language Understanding and Inference with MLLM in Visual Question Answering: A Survey. - Jiayi Kuang; Jingyou Xie; Haohao Luo; Ronghao Li; Zhe Xu 009; Xianfeng Cheng; Yinghui Li; Xika Lin; Ying Shen 001 (CoRR, 2024)

Multi-label text classification based on semantic-sensitive graph convolutional network. - De-Long Zeng; Enze Zha; Jiayi Kuang; Ying Shen 001 (Knowl. Based Syst., 2024)

Express What You See: Can Multimodal LLMs Decode Visual Ciphers with Intuitive Semiosis Comprehension? - Jiayi Kuang; Yinghui Li; Chen Wang 049; Haohao Luo; Ying Shen 001; Wenhao Jiang (ACL (Findings), 2025)

Browsing Like Human: A Multimodal Web Agent with Experiential Fast-and-Slow Thinking. - Haohao Luo; Jiayi Kuang; Wei Liu 005; Ying Shen 001; Jian Luan 001; Yang Deng 002 (ACL (1), 2025)

Refine Knowledge of Large Language Models via Adaptive Contrastive Learning. - Yinghui Li; Haojing Huang 001; Jiayi Kuang; Yangning Li; Shu-Yu Guo; Chao Qu; Xiaoyu Tan; Hai-Tao Zheng 002; Ying Shen 001; Philip S. Yu (ICLR, 2025)

One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs. - Yinghui Li; Jiayi Kuang; Haojing Huang 001; Zhikun Xu; Xinnian Liang; Yi Yu; Wenlian Lu; Yangning Li; Xiaoyu Tan; Chao Qu; Ying Shen 001; Hai-Tao Zheng 002; et al. (CoRR, 2025)

Natural Language Understanding and Inference with MLLM in Visual Question Answering: A Survey. - Jiayi Kuang; Ying Shen 001; Jingyou Xie; Haohao Luo; Zhe Xu 009; Ronghao Li; Yinghui Li; Xianfeng Cheng; Xika Lin; Yu Han (ACM Comput. Surv., 2025)