- 🎓 PhD student in Computer Science, focusing on Medical AI / MLLM / Multi-agent
- Medical AI: diagnostic hallucination mitigation, medical segmentation, tuberculosis screening, skin cancer diagnosis
- LLM Agents: sustainable agent inference, multi-agent simulation, financial document parsing
- Multimodal Learning: emotion causality analysis, sign-language datasets, medical vision-language learning
- Low-Resource NLP: culturally adapted translation, multilingual expert-reward tuning, data selection for low-resource NLP
EMNLP'26 · Can Persona-Conditioned Language Agents Simulate Counterfactual Online Discourse Dynamics?MICCAI'26 · MedTriage-LM: Anatomically Grounded Visual Phenotype Synthesis for Interpretable ED Triage
MICCAI'26 · TAVR-VLM: Risk-Conditioned Causal Grounding for Hallucination-Resistant Report Generation
ACL'26 · Dialectic-Med: Mitigating Diagnostic Hallucinations via Counterfactual Adversarial Multi-Agent Debate
AAAI'26 (Oral) · DeepGB-TB: A Risk-Balanced Cross-Attention Gradient-Boosted Convolutional Network for Rapid, Interpretable Tuberculosis Screening
WWW'26 (Oral) · EcoThink: A Green Adaptive Inference Framework for Sustainable and Accessible Agents
WWW'26 · SAGE: Sustainable Agent-Guided Expert-tuning for Culturally Attuned Translation in Low-Resource Southeast Asia
WWW'26 · Rhythm of Opinion: Interpretable Hawkes-Graph Networks for Hierarchical Opinion Propagation
KDD'26 · CNText2Sign and CNSign: Unified Chinese Sign Language Datasets for Bidirectional Accessibility
ICLR'26 · CARL: Preserving Causal Structure in Representation Learning
ICME'26 (Oral) · SkinCLIP-VL: Consistency-Aware Vision-Language Learning for Multimodal Skin Cancer Diagnosis
ICASSP'26 (Oral) · Causal-SAM-LLM: Large Language Models as Causal Reasoners for Robust Medical Segmentation
ACM MM'25 · Genesis: A Large-Scale Benchmark for Multimodal Large Language Model in Emotional Causality Analysis
KDD Cup'24 (Oral) · DIEQ: Dynamic Identity Equilibrium for Author Disambiguation in KDD Cup 2024 WhoisWho-IND Challenge
- 【NLP】2026 Kaggle: Deep Past Challenge - Translate Akkadian to English —— Silver Medal (🥈SOLO )
- 【NLP】2024 科大讯飞A.I开发者大赛: 低资源文本翻译挑战赛2024—— 冠军 (🏅️SOLO)
- 【LLM】2024 Kaggle: LMSYS - Chatbot Arena Human Preference Predictions —— Silver Medal (🥈SOLO )
- 【ML】2024 Kaggle: NeurIPS 2024 - Predict New Medicines with BELKA —— Silver Medal ( Team Leader 🥈)
- 【ML】2024 Kaggle: LEAP - Atmospheric Physics using AI (ClimSim) —— Silver Medal
- 【NLP】2023 科大讯飞A.I开发者大赛: 低资源文本翻译挑战赛2023—— 冠军 (🏅️SOLO)
- 【NLP】2023 科大讯飞A.I开发者大赛: 机器翻译质量评估挑战赛2023—— 冠军 (🏅️SOLO)
- 【NLP】2023 科大讯飞A.I开发者大赛: 基于自然语言的软件任务执行挑战赛—— 冠军 (🏅️SOLO)
- 【LLM】2023 Kaggle: LLM Science Exam —— Silver Medal (🥈SOLO )
- 【MMML】AI FOR GOOD,CODE ON!2022技术公益创新杯（字节跳动） —— 一等奖 🏅️
- 【NLP】2022 Kaggle: U.S. Patent Phrase to Phrase Matching —— Gold Medal 🏅️
- 【NLP】2022 Kaggle: NBME - Score Clinical Patient Notes —— Gold Medal 🏅️
- 【NLP】2022 Kaggle: Feedback Prize - Evaluating Student Writing —— Silver Medal ( Team Leader 🥈)
- 【ML】2022 Kaggle: American Express - Default Prediction —— Silver Medal (🥈SOLO )
- 【ML+TSA】2022 Kaggle: Optiver Realized Volatility Prediction —— Silver Medal ( Team Leader 🥈带队SOLO )
- 【ML+TSA】2021 Kaggle: Jane Street Market Prediction —— Silver Medal ( Team Leader 🥈带队SOLO )
- 【NLP】2021 Kaggle: CommonLit Readability Prize —— Silver Medal ( Team Leader 🥈带队SOLO )
- 【MMML】2021 Kaggle: Shopee - Price Match Guarantee —— Silver Medal ( Team Leader 🥈带队SOLO )
- 【CV】2021 Kaggle: G2Net Gravitational Wave Detection —— Silver Medal 🥈
- 【NLP】2022 Kaggle: Google AI4Code – Understand Code in Python Notebooks —— Bronze Medal (🥉 SOLO )
- 【ML】2022 Kaggle: H&M Personalized Fashion Recommendations —— Bronze Medal (🥉 SOLO )
- 【CV】2022 Kaggle: Happywhale - Whale and Dolphin Identification —— Bronze Medal (🥉SOLO )
- 【NLP】2021 Kaggle: chaii - Hindi and Tamil Question Answering —— Bronze Medal (🥉SOLO )
- 【ML+TSA】2021 Kaggle: Google Brain - Ventilator Pressure Prediction —— Bronze Medal (Team Leader 🥉带队SOLO )
- 【ML】2021 超级传播者识别挑战赛（西南财经大学 & 新网银行） —— 冠军 🏅️
- 【ML+NLP】2021 ATEC科技精英赛 网络欺诈举报定性 科技新星赛道 —— 亚军 🥈
- 【NLP】2022 科大讯飞A.I开发者大赛: 非标准化疾病诉求的简单分诊挑战赛2.0 —— 亚军 (🥈SOLO Top 0.4%)
- 【ML】2021 科大讯飞A.I开发者大赛: 蛋白质结构预测挑战赛—— 亚军 (🥈SOLO Top 0.1%)
- 【NLP】2021 CCF BDCI（中国计算机学会 & 爱奇艺）剧本角色情感识别—— 季军 🥉
- 【NLP】2022 WAIC 黑客松蚂蚁财富赛道：行情波动下的金融问答挑战—— Rank 4 (SOLO Top 0.1%)
- 【NLP】2021 SODIC: 基于文本挖掘的企业隐患排查质量分析模型—— Rank 4 (SOLO Top 0.6%)
- 【NLP】2021 科大讯飞A.I开发者大赛: 非标准化疾病诉求的简单分诊挑战赛—— Rank 5 (SOLO Top 3%)
- 【ML+TSA】2021 科大讯飞A.I开发者大赛: 家庭行为识别挑战赛—— Rank 10 (SOLO Top 1%)
- 【ML+TSA】山东省第二届数据应用创新创业大赛 临沂分赛场 供水管网压力预测 —— Rank 4 (SOLO Top 0.7%)
- 【ML】2021“梧桐杯”中国移动大数据应用创新大赛 智慧金融赛道 —— Rank 5 (SOLO Top 1%)
- 【NLP】2021 人邮杯人工智能大赛—— Rank 4 (SOLO Top 3%)
- 【ML+TSA】2020 科大讯飞温室温度算法挑战赛 —— Rank 9 (SOLO TOP 0.5%)
- 2021 MCM美国大学生数学建模竞赛 D题 —— Meritorious Winner (SOLO)
- 2020 MCM美国大学生数学建模竞赛 C题 —— Meritorious Winner (独立完成全部论文撰写、模型代码实现、文献参考及排版)
- 2020 第八届"泰迪杯"数据挖掘挑战赛 C题 —— 全国一等奖 (独立完成全部论文撰写、模型代码实现、文献参考并独自完成答辩)
- 2020 第三届中青杯全国大学生数学建模竞赛 B题 本科组 —— 全国一等奖 (SOLO)
- 2020 MathorCup高校数学建模挑战赛——大数据竞赛 A题 本科组 —— 全国二等奖 (负责完成75%的论文撰写和模型代码实现)
- 2020 第十届MathorCup高校数学建模挑战赛 D题 本科组 —— 全国二等奖 (负责完成70%的论文撰写和模型代码实现)
➿其他竞赛(:busts_in_silhouette:参赛队伍1000队以下 & :moneybag:奖金10000￥以下)
- 【ML】2021 科大讯飞xDatawhale: 恶意软件分类挑战赛(正式赛)—— 🏅️SOLO Rank 1/207
- 【ML】2021 科大讯飞xDatawhale: 车辆贷款违约预测挑战赛(正式赛)—— 🥉SOLO Rank 3/801
- 【ML】2021 科大讯飞xDatawhale: 广告点击率预估挑战赛(正式赛)—— SOLO Rank 4/334
- 【NLP】2021 科大讯飞xDatawhale: 学术论文分类挑战赛(正式赛)—— SOLO Rank 5/424
- 【ML+TSA】2021 科大讯飞xDatawhale: 线下商店销量预测挑战赛(正式赛)—— SOLO Rank 9/343
- 【NLP】2020 AI研习社: 评论情感词提取(奖金赛)—— 🏅️SOLO Rank 1/87
- 【NLP】2020 AI研习社: 酒店评分预测(奖金赛)—— 🏅️SOLO Rank 1/118
- 【ML+TSA】2020 AI研习社: 高铁乘客数量检测(奖金赛)—— 🥈SOLO Rank 2/114
ML: Machine Learning
TSA: Time Series Analysis
NLP: Natural Language Processing
CV: Computer Vision
MMML: MultiModal Machine Learning