Xiaocui Yang

According to our database, Xiaocui Yang authored at least 58 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

How Many Visual Tokens Do Multimodal Language Models Need? Scaling Visual Token Pruning with F^3A.

YiJie Huang, Yiqun Zhang, Zhuoyue Jia, Xiaocui Yang, Junzhao Huang, Zihan Wang, Shi Feng, Daling Wang, Yifei Zhang, Yongkang Liu

CoRR, May, 2026

DiM\textsuperscript{3}: Bridging Multilingual and Multimodal Models via Direction- and Magnitude-Aware Merging.

Zijing Wang, Mingyang Wang, Ercong Nie, Yongkang Liu, Shi Feng, Mengjie Zhao, Daling Wang, Xiaocui Yang, Hinrich Schütze

CoRR, May, 2026

From Parameter Dynamics to Risk Scoring : Quantifying Sample-Level Safety Degradation in LLM Fine-tuning.

Xiao Wang, Yifei Zhang, YongKang Liu, Xiaocui Yang, Zihan Wang, Shi Feng, Daling Wang

CoRR, May, 2026

MTRouter: Cost-Aware Multi-Turn LLM Routing with History-Model Joint Embeddings.

Yiqun Zhang, Hao Li, Zihan Wang, Shi Feng, Xiaocui Yang, Daling Wang, Bo Zhang, Lei Bai, Shuyue Hu

CoRR, April, 2026

GRASP: Grounded CoT Reasoning with Dual-Stage Optimization for Multimodal Sarcasm Target Identification.

Faxian Wan, Xiaocui Yang, Yifan Cao, Shi Feng, Daling Wang, Yifei Zhang

CoRR, April, 2026

WebTestBench: Evaluating Computer-Use Agents towards End-to-End Automated Web Testing.

Fanheng Kong, Jingyuan Zhang, Yang Yue, Chenxi Sun, Yang Tian, Shi Feng, Xiaocui Yang, Daling Wang, Yu Tian, Jun Du, Wenchong Zeng, Han Li, Kun Gai

CoRR, March, 2026

NEAT: Neuron-Based Early Exit for Large Reasoning Models.

Kang Liu, Yongkang Liu, Xiaocui Yang, Peidong Wang, Wen Zhang, Shi Feng, Yifei Zhang, Daling Wang

CoRR, February, 2026

DEEPMED: Building a Medical DeepResearch Agent via Multi-hop Med-Search Data and Turn-Controlled Agentic Training & Inference.

Zihan Wang, Hao Wang, Shi Feng, Xiaocui Yang, Daling Wang, Yiqun Zhang, Jinghao Lin, Haihua Yang, Xiaozhong Ji

CoRR, January, 2026

ES4R: Speech Encoding Based on Prepositive Affective Modeling for Empathetic Response Generation.

Zhuoyue Gao, Xiaohui Wang, Xiaocui Yang, Wen Zhang, Daling Wang, Shi Feng, Yifei Zhang

CoRR, January, 2026

Defending Large Language Models Against Jailbreak Attacks via In-Decoding Safety-Awareness Probing.

Yinzhi Zhao, Ming Wang, Shi Feng, Xiaocui Yang, Daling Wang, Yifei Zhang

CoRR, January, 2026

PlaM: Training-Free Plateau-Guided Model Merging for Better Visual Grounding in MLLMs.

Zijing Wang, Yongkang Liu, Mingyang Wang, Ercong Nie, Deyuan Chen, Zhengjie Zhao, Shi Feng, Daling Wang, Xiaocui Yang, Yifei Zhang, Hinrich Schütze

CoRR, January, 2026

CIRAG: Construction-Integration Retrieval and Adaptive Generation for Multi-hop Question Answering.

Zili Wei, Xiaocui Yang, Yilin Wang, Zihan Wang, Weidong Bao, Shi Feng, Daling Wang, Yifei Zhang

CoRR, January, 2026

SAFE-QAQ: End-to-End Slow-Thinking Audio-Text Fraud Detection via Reinforcement Learning.

Peidong Wang, Zhiming Ma, Xin Dai, Yongkang Liu, Shi Feng, Xiaocui Yang, Wenxing Hu, Zhihao Wang, Mingjun Pan, Li Yuan, Daling Wang

CoRR, January, 2026

Affective computing in the era of large language models: A survey from the NLP perspective.

Yiqun Zhang, Xiaocui Yang, Xingle Xu, Zeran Gao, Yijie Huang, Shiyi Mu, Shi Feng, Daling Wang, Yifei Zhang, Kaisong Song, Ge Yu

Knowl. Based Syst., 2026

Advancing referring image segmentation with bidirectional feature enhancement and adaptive multimodal fusion.

Wen Qu, Xiao Li, Xiaocui Yang, Yonggong Ren

Neurocomputing, 2026

Enhancing LLM-Based Recommendation with Semantic-Aligned Collaborative Knowledge.

Zihan Wang, Jinghao Lin, Xiaocui Yang, Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang, Ge Yu

Proceedings of the Database Systems for Advanced Applications, 2026

HIPPO: Enhancing the Table Understanding Capability of LLMs Through Hybrid-Modal Preference Optimization.

Haolan Wang, Zhenghao Liu, Xinze Li, Xiaocui Yang, Yu Gu, Yukun Yan, Qi Shi, Fangfang Li, Chong Chen, Ge Yu

Proceedings of the Database Systems for Advanced Applications, 2026

2025

MoLAN: A Unified Modality-Aware Noise Dynamic Editing Framework for Multimodal Sentiment Analysis.

Xingle Xu, Yongkang Liu, Dexian Cai, Shi Feng, Xiaocui Yang, Daling Wang, Yifei Zhang

CoRR, August, 2025

Resource-Limited Joint Multimodal Sentiment Reasoning and Classification via Chain-of-Thought Enhancement and Distillation.

Haonan Shangguan, Xiaocui Yang, Shi Feng, Daling Wang, Yifei Zhang, Ge Yu

CoRR, August, 2025

Why Do More Experts Fail? A Theoretical Analysis of Model Merging.

Zijing Wang, Xingle Xu, Yongkang Liu, Yiqun Zhang, Peiqin Lin, Shi Feng, Xiaocui Yang, Daling Wang, Hinrich Schütze

CoRR, May, 2025

Modality Curation: Building Universal Embeddings for Advanced Multimodal Information Retrieval.

Fanheng Kong, Jingyuan Zhang, Yahui Liu, Hongzhi Zhang, Shi Feng, Xiaocui Yang, Daling Wang, Yu Tian, Victoria W., Fuzheng Zhang, Guorui Zhou

CoRR, May, 2025

Enhancing LLM-based Recommendation through Semantic-Aligned Collaborative Knowledge.

Zihan Wang, Jinghao Lin, Xiaocui Yang, Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang

CoRR, April, 2025

Nature-Inspired Population-Based Evolution of Large Language Models.

Yiqun Zhang, Peng Ye, Xiaocui Yang, Shi Feng, Shufei Zhang, Lei Bai, Wanli Ouyang, Shuyue Hu

CoRR, March, 2025

HIPPO: Enhancing the Table Understanding Capability of Large Language Models through Hybrid-Modal Preference Optimization.

Zhenghao Liu, Haolan Wang, Xinze Li, Qiushi Xiong, Xiaocui Yang, Yu Gu, Yukun Yan, Qi Shi, Fangfang Li, Ge Yu, Maosong Sun

CoRR, February, 2025

MM-InstructEval: Zero-shot evaluation of (Multimodal) Large Language Models on multimodal reasoning tasks.

Xiaocui Yang, Wenfang Wu, Shi Feng, Ming Wang, Daling Wang, Yang Li, Qi Sun, Yifei Zhang, Xiaoming Fu, Soujanya Poria

Inf. Fusion, 2025

Is Mamba effective for time series forecasting?

Zihan Wang, Fanheng Kong, Shi Feng, Ming Wang, Xiaocui Yang, Han Zhao, Daling Wang, Yifei Zhang

Neurocomputing, 2025

Adaptive Persona Context Modulation for Personalized Emotional Support Conversation.

Hongkai Wang, Xiaocui Yang, Daling Wang, Shi Feng, Yifei Zhang

Proceedings of the PRICAI 2025: Trends in Artificial Intelligence, 2025

A Two-Stage Full Fine-Tuning and LLM Post-processing Framework for MCABSA.

Deyuan Chen, Xiaocui Yang, Shi Feng, Zihan Cheng, Daling Wang, Yifei Zhang

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Generative Emotion Cause Explanation in Multimodal Conversations.

Lin Wang, Xiaocui Yang, Shi Feng, Daling Wang, Yifei Zhang, Zhitao Zhang

Proceedings of the 2025 International Conference on Multimedia Retrieval, 2025

Language Models as Continuous Self-Evolving Data Engineers.

Peidong Wang, Ming Wang, Zhiming Ma, Xiaocui Yang, Shi Feng, Daling Wang, Yifei Zhang, Kaisong Song

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Enhancing Zero-Shot Emotion Perception in Conversation Through the Internal-to-External Chain-of-Thought.

Xingle Xu, Shi Feng, Daling Wang, Yifei Zhang, Xiaocui Yang

Proceedings of the Database Systems for Advanced Applications, 2025

TOOL-ED: Enhancing Empathetic Response Generation with the Tool Calling Capability of LLM.

Huiying Cao, Yiqun Zhang, Shi Feng, Xiaocui Yang, Daling Wang, Yifei Zhang

Proceedings of the 31st International Conference on Computational Linguistics, 2025

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction-Tuning for Emotion-Cause Pair Extraction.

Shiyi Mu, Yongkang Liu, Shi Feng, Xiaocui Yang, Daling Wang, Yifei Zhang

Proceedings of the 47th Annual Meeting of the Cognitive Science Society, 2025

SemanticCamo: Jailbreaking Large Language Models through Semantic Camouflage.

Jihui Yan, Xiaocui Yang, Daling Wang, Shi Feng, Yifei Zhang, Yinzhi Zhao

Proceedings of the Findings of the Association for Computational Linguistics, 2025

MUSE: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles.

Zihan Wang, Xiaocui Yang, Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Pixel-Level Reasoning Segmentation via Multi-turn Conversations.

Dexian Cai, Xiaocui Yang, Yongkang Liu, Daling Wang, Shi Feng, Yifei Zhang, Soujanya Poria

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

AnnaAgent: Dynamic Evolution Agent System with Multi-Session Memory for Realistic Seeker Simulation.

Ming Wang, Peidong Wang, Lin Wu, Xiaocui Yang, Daling Wang, Shi Feng, Yuxin Chen, Bixuan Wang, Yifei Zhang

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Language Models as Continuous Self-Evolving Data Engineers.

Peidong Wang, Ming Wang, Zhiming Ma, Xiaocui Yang, Shi Feng, Daling Wang, Yifei Zhang

CoRR, 2024

PsyDraw: A Multi-Agent Multimodal System for Mental Health Screening in Left-Behind Children.

Yiqun Zhang, Xiaocui Yang, Xiaobai Li, Siyuan Yu, Yi Luan, Shi Feng, Daling Wang, Yifei Zhang

CoRR, 2024

Generative Emotion Cause Explanation in Multimodal Conversations.

Lin Wang, Xiaocui Yang, Shi Feng, Daling Wang, Yifei Zhang

CoRR, 2024

Minstrel: Structural Prompt Generation with Multi-Agents Coordination for Non-AI Experts.

Ming Wang, Yuanzhong Liu, Xiaoyu Liang, Yijie Huang, Daling Wang, Xiaocui Yang, Sijia Shen, Shi Feng, Xiaoming Zhang, Chaofeng Guan, Yifei Zhang

CoRR, 2024

Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question Answering.

Xiaoming Zhang, Ming Wang, Xiaocui Yang, Daling Wang, Shi Feng, Yifei Zhang

CoRR, 2024

Can LLMs Beat Humans in Debating? A Dynamic Multi-agent Framework for Competitive Debate.

Yiqun Zhang, Xiaocui Yang, Shi Feng, Daling Wang, Yifei Zhang, Kaisong Song

CoRR, 2024

Consistency Guided Knowledge Retrieval and Denoising in LLMs for Zero-shot Document-level Relation Triplet Extraction.

Qi Sun, Kun Huang, Xiaocui Yang, Rong Tong, Kun Zhang, Soujanya Poria

Proceedings of the ACM on Web Conference 2024, 2024

PAPER: A Persona-Aware Chain-of-Thought Learning Framework for Personalized Dialogue Response Generation.

Yameng Li, Shi Feng, Daling Wang, Yifei Zhang, Xiaocui Yang

Proceedings of the Natural Language Processing and Chinese Computing, 2024

Few-Shot Multimodal Named Entity Recognition Based on Mutlimodal Causal Intervention Graph.

Feihong Lu, Xiaocui Yang, Qian Li, Qingyun Sun, Ke Jiang, Cheng Ji, Jianxin Li

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

MM-BigBench: Evaluating Multimodal Models on Multimodal Content Comprehension Tasks.

Xiaocui Yang, Wenfang Wu, Shi Feng, Ming Wang, Daling Wang, Yang Li, Qi Sun, Yifei Zhang, Xiaoming Fu, Soujanya Poria

CoRR, 2023

Few-shot Joint Multimodal Aspect-Sentiment Analysis Based on Generative Multimodal Prompt.

Xiaocui Yang, Shi Feng, Daling Wang, Sun Qi, Wenfang Wu, Yifei Zhang, Pengfei Hong, Soujanya Poria

CoRR, 2023

Few-shot Multimodal Sentiment Analysis Based on Multimodal Probabilistic Fusion Prompts.

Xiaocui Yang, Shi Feng, Daling Wang, Yifei Zhang, Soujanya Poria

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Multiple Contrastive Learning for Multimodal Sentiment Analysis.

Xiaocui Yang, Shi Feng, Daling Wang, Pengfei Hong, Soujanya Poria

Proceedings of the IEEE International Conference on Acoustics, 2023

Few-shot Joint Multimodal Aspect-Sentiment Analysis Based on Generative Multimodal Prompt.

Xiaocui Yang, Shi Feng, Daling Wang, Qi Sun, Wenfang Wu, Yifei Zhang, Pengfei Hong, Soujanya Poria

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Uncertainty Guided Label Denoising for Document-level Distant Relation Extraction.

Qi Sun, Kun Huang, Xiaocui Yang, Pengfei Hong, Kun Zhang, Soujanya Poria

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

A Creative Industry Image Generation Dataset Based on Captions.

Yuejia Xiang, Chuanhao Lv, Qingdazhu Liu, Xiaocui Yang, Bo Liu, Meizhi Ju

CoRR, 2022

Few-shot Multimodal Sentiment Analysis based on Multimodal Probabilistic Fusion Prompts.

Xiaocui Yang, Shi Feng, Daling Wang, Pengfei Hong, Soujanya Poria

CoRR, 2022

2021

SINN: A speaker influence aware neural network model for emotion detection in conversations.

Shi Feng, Jia Wei, Daling Wang, Xiaocui Yang, Zhenfei Yang, Yifei Zhang, Ge Yu

World Wide Web, 2021

Image-Text Multimodal Emotion Classification via Multi-View Attentional Network.

Xiaocui Yang, Shi Feng, Daling Wang, Yifei Zhang

IEEE Trans. Multim., 2021

Multimodal Sentiment Detection Based on Multi-channel Graph Neural Networks.

Xiaocui Yang, Shi Feng, Yifei Zhang, Daling Wang

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2018

Road Region Segmentation of Remote Sensing Images Based on K-means and PCNN.

Xiaocui Yang, Meng Wanli

Proceedings of the 3rd International Conference on Multimedia and Image Processing, 2018