activity
20232026
most citedDepression Diagnosis Dialogue Simulation: Self-improving Psychiatrist with Tertiary Memory

6 citations · 6 across the 10 of their papers we have counts for

collaborators

12 papers

cs.AI2026

Towards High-Level Semantic Intelligence

Xiujie Song, Gefei Yang, Yining You +6

Recent advances in AI have substantially expanded its cognitive and reasoning capabilities. From the perspective of semantic complexity, the development of AI reveals a clear traje…

cs.CV2026

Generating Storytelling Images with Rich Chains-of-Reasoning

Xiujie Song, Qi Jia, Shota Watanabe +4

A single image can convey a compelling story through logically connected visual clues, forming Chains-of-Reasoning (CoRs). We define these semantically rich images as Storytelling…

cs.AI2025

From Medical Records to Diagnostic Dialogues: A Clinical-Grounded Approach and Dataset for Psychiatric Comorbidity

Tianxi Wan, Jiaming Luo, Siyuan Chen +4

Psychiatric comorbidity is clinically significant yet challenging due to the complexity of multiple co-occurring disorders. To address this, we develop a novel approach integrating…

cs.CL2025

MedEthicEval: Evaluating Large Language Models Based on Chinese Medical Ethics

Haoan Jin, Jiacheng Shi, Hanhui Xu +2

Large language models (LLMs) demonstrate significant potential in advancing medical applications, yet their capabilities in addressing medical ethics challenges remain underexplore…

cs.IR2025

A Diverse and Effective Retrieval-Based Debt Collection System with Expert Knowledge

Jiaming Luo, Weiyi Luo, Guoqing Sun +5

Designing effective debt collection systems is crucial for improving operational efficiency and reducing costs in the financial industry. However, the challenges of maintaining scr…

cs.CV2025

Is Your Image a Good Storyteller?

Xiujie Song, Xiaoyi Pang, Haifeng Tang +2

Quantifying image complexity at the entity level is straightforward, but the assessment of semantic complexity has been largely overlooked. In fact, there are differences in semant…

cs.CL2024★ 6 cited

Depression Diagnosis Dialogue Simulation: Self-improving Psychiatrist with Tertiary Memory

Kunyao Lan, Bingrui Jin, Zichen Zhu +4

Mental health issues, particularly depressive disorders, present significant challenges in contemporary society, necessitating the development of effective automated diagnostic met…

cs.CL2024

Mixed Chain-of-Psychotherapies for Emotional Support Chatbot

Siyuan Chen, Cong Ming, Zhiling Zhang +3

In the realm of mental health support chatbots, it is vital to show empathy and encourage self-exploration to provide tailored solutions. However, current approaches tend to provid…

cs.AI2024

Towards Reliable and Empathetic Depression-Diagnosis-Oriented Chats

Kunyao Lan, Cong Ming, Binwei Yao +2

Chatbots can serve as a viable tool for preliminary depression diagnosis via interactive conversations with potential patients. Nevertheless, the blend of task-oriented and chit-ch…

cs.SD2024

Phonetic and Lexical Discovery of a Canine Language using HuBERT

Xingyuan Li, Sinong Wang, Zeyu Xie +2

This paper delves into the pioneering exploration of potential communication patterns within dog vocalizations and transcends traditional linguistic analysis barriers, which heavil…

cs.AI2024

A Cognitive Evaluation Benchmark of Image Reasoning and Description for Large Vision-Language Models

Xiujie Song, Mengyue Wu, Kenny Q. Zhu +2

Large Vision-Language Models (LVLMs), despite their recent success, are hardly comprehensively tested for their cognitive abilities. Inspired by the prevalent use of the Cookie The…

cs.CL2023

PsyEval: A Suite of Mental Health Related Tasks for Evaluating Large Language Models

Haoan Jin, Siyuan Chen, Dilawaier Dilixiati +3

Evaluating Large Language Models (LLMs) in the mental health domain poses distinct challenged from other domains, given the subtle and highly subjective nature of symptoms that exh…