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Yang, Yang

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78 papers 17 citations h-index 2 2016–2026

Quantum-Enhanced LLM Efficient Fine Tuning

Kong, Xiaofei, Li, Lei, Chen, Zhaoyun, Xue, Cheng, Xu, Xiaofan, Liu, Huanyu
+7 more show fewer
Yuchun Wu, Fang, Yuan, Fang, Han, Chen, Kejiang, Yang, Yang, Menghan Dou, Guo, Guoping

Low-Rank Adaptation (LoRA) enables efficient fine-tuning of pre-trained language models through low-rank matrix approximation, achieving effectiveness in many scenarios. However, its...

15 citations 2025-03 arXiv (Cornell University)

NOTAM-Evolve: A Knowledge-Guided Self-Evolving Optimization Framework with LLMs for NOTAM Interpretation

Liu, Maoqi, Quan Fang, Yuhao Wu, Can Zhao, Yang, Yang, Cai, Kaiquan

Accurate interpretation of Notices to Airmen (NOTAMs) is critical for aviation safety, yet their condensed and cryptic language poses significant challenges to both manual and automated...

2 citations 2025-11 AAAI Conference on Artificial Intelligence

MedFrameQA: A Multi-Image Medical VQA Benchmark for Clinical Reasoning

Yu, Suhao, Wang, Haojin, Wu, Juncheng, Luo, Luyang, Wang, Jingshen, Xie, Cihang
+6 more show fewer
Rajpurkar, Pranav, Yang, Carl, Yang, Yang, Wang, Kang, Yu, Yannan, Zhou, Yuyin
2026-01 Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing

Self-Correcting Agentic RAG via Memory-Grounded Failure Localization

Zhong, Haoyang, Sun, Yifei, Liu, Shiwei, li, Jie, Wang, Chunping, Yang, Yang
2026-01 Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing

RAT: RunAnyThing via Fully Automated Environment Configuration

Huang, Renhong, Hua, Dongdong, Sun, Yifei, Ding, Sitao, Yuan, Hanyang, Wang, Daixin
+1 more show fewer
Yang, Yang
2026-01 Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing

LPFQA: A Long-Tail Professional Forum-based Benchmark for LLM Evaluation

Zhu, Liya, Cong, Peizhuang, Ding, Jingzhe, Ji, Aowei, Wu, Wenya, Hou, Jiani
+14 more show fewer
Wu, Chunjie, Gao, Xiang, Liu, Jingkai, Huan, Zhou, Sun, XueLei, Yang, Yang, Jiao, Jianpeng, HU, Liang, Chen, Xinjie, Liu, Jiashuo, Yang, Tong, Wang, Zaiyuan, Zhang, Ge, Huang, Wenhao
2026-01 Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing

Revisiting Reinforcement Learning with Verifiable Rewards from a Contrastive Perspective

Zhang, Feng, Ma, Xinhong, Dong, Ziqiang, Leng, XI, Zhao, Jianfei, Sun, Xin
+2 more show fewer
Yang, Yang, Jiang, Guanjun
2026-01 Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing

RAVE: Re-Allocating Visual Attention in Large Multimodal Models

Leng, XI, Ma, Xinhong, Dong, Ziqiang, Zhang, Feng, Tang, Xiaoying, Yang, Yang
+1 more show fewer
Jiang, Guanjun
2026-01 Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing

LatentMem: Customizing Latent Memory for Multi-Agent Systems

Fu, Muxin, Xue, Xiangyuan, Li, Yafu, He, Zefeng, Huang, Siyuan, Qu, Xiaoye
+2 more show fewer
Cheng, Yu, Yang, Yang
2026-01 Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing

H\texttwosuperiorTable: Hierarchical Hypergraph-Enhanced Large Language Models for Complex Table Reasoning

Ling, Jia, Wang, Yangfan, Tang, Chen, Tan, Haoming, Yang, Yang, Guan, Yi
+1 more show fewer
Jiang, Jingchi
2026-01 Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing

PTCG-Bench: Can LLM Agents Master Pok\'emon Trading Card Game?

Hua, Dongdong, Sun, Yifei, Huang, Renhong, Wang, Chunping, Gao, Feng, Yang, Yang
2026-01 Findings of the Association for Computational Linguistics: EMNLP 2026

SubtleMemory: A Benchmark for Fine-Grained Relational Memory Discrimination in Long-Horizon AI Agents

Wang, Wenxuan, Sun, Haoyu, Hou, Fukuan, Song, Mingyang, Zhang, Weinan, Cheng, Yu
+1 more show fewer
Yang, Yang
2026-01 Findings of the Association for Computational Linguistics: EMNLP 2026

When and What to Teach: Budget-Aware Online Adaptation for Web Agents

Zhang, Jianwei, Cao, Sihan, Zheng, Pengcheng, Wen, Ya, Ke, Pei, Liu, Kuien
+4 more show fewer
Gao, Shen, Dong, Wei, Yang, Yang, Zhang, Chaoning
2026-01 Findings of the Association for Computational Linguistics: EMNLP 2026

Agent Planning Benchmark: A Diagnostic Framework for Planning Capabilities in LLM Agents

Sun, Haoyu, Wang, Wenxuan, Song, Mingyang, He, Jujie, Zhang, Weinan, Liu, Yang
+2 more show fewer
Yang, Yang, Cheng, Yu
2026-01 Findings of the Association for Computational Linguistics: EMNLP 2026

From Topical Relevance to Answerability: Entailment Distillation for Conversational Retrieval

Qin, Shuai, An, Guojia, Guo, Weikang, Ke, Pei, Wei, Jiwei, Yang, Yang
+1 more show fewer
Zou, Jie
2026-01 Findings of the Association for Computational Linguistics: EMNLP 2026

ForeSight: Enhancing Risk Monitoring via Early Safety Signal Distillation

Wang, Hanling, Wei, Chenlong, Xu, Ling, Niu, Hanyan, Cao, Qi, Huang, Shizhou
+3 more show fewer
Yang, Yang, Zhu, Xiaohui, Zhu, Yao
2026-01 Findings of the Association for Computational Linguistics: EMNLP 2026

Role Consistency in Role-Playing Agents: A Survey of Evaluation, Memory, Reasoning, Alignment, and Safety

Li, Chenghao, Xiao, Xueqin, Xiao, Yinuo, Xu, Zihan, Li, Xinzhao, Luan, Yuxuan
+3 more show fewer
Wei, Jiwei, Yang, Yang, Zhang, Chaoning
2026-01 Findings of the Association for Computational Linguistics: EMNLP 2026

ConWriter: Transition-Constrained Stateful Long-Form Story Generation with Lightweight Neuro-Symbolic Consistency Control

Li, Jindong, Yang, Yang, Liu, Zihao, Yue, Yutao, Yang, Menglin
2026-01 Findings of the Association for Computational Linguistics: EMNLP 2026