Deyi Xiong

50 papers at tracked venues · 38 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×32 EMNLP ×9 AAAI ×3 NAACL ×2 NeurIPS ×2 ECAI ×1 WWW ×1

Frequent coauthors

Renren Jin

×13

Xinwei Wu

×10

Shaolin Zhu

×8

Yuqi Ren

×8

Ling Shi

×8

Zhuowen Han

×7

Yongqi Leng

×6

Lei Yang

×6

Dan Shi

×6

Jianxiang Peng

×6

Linhao Yu

×5

Longyue Wang

×5

Papers

APPSI-139: A Parallel Corpus of English Application Privacy Policy Summarization and Interpretation
ACL 2026 ·
Pengyun Zhu
,
Qiheng Sun
,
Long Wen
,
Yanbo Wang
,
Yang Cao
,
Junxu Liu
, Deyi Xiong,
Jinfei Liu
,
Zhibo Wang
,
Kui Ren
AdaDPI: Document-level Translation Adaptive Agent via Dynamic Parametric Internalization
ACL 2026 ·
Hong Ren
,
Liting Deng
,
Shaolin Zhu
, Deyi Xiong
Beyond Value Benchmarks: Measuring Value-Structure Alignment in Large Language Models via Symmetric Q-Sorts
ACL 2026 ·
Jingting Zheng
,
Yuqi Ren
,
Linhao Yu
,
Yongqi Leng
, Deyi Xiong
DVMap: Fine-Grained Pluralistic Value Alignment via High-Consensus Demographic-Value Mapping
ACL 2026 ·
Pengyun Zhu
,
Yuqi Ren
,
Zhen Wang
,
Lei Yang
, Deyi Xiong
ERRV: Eliciting Efficient Reasoning through Reasoning Vectors for Policy Optimization in Large Language Models
ACL 2026 ·
Zhuowen Han
,
Lei Yang
,
Renren Jin
,
Dan Shi
,
Chenxi Sun
, Deyi Xiong
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery
ACL 2026 ·
Xiaoyu Xiong
,
Yuqi Ren
, Deyi Xiong
ExpertIVS: Sociological Expert Driven Individual Value Simulation in Large Language Models
ACL 2026 ·
Zhen Wang
,
Yuqi Ren
,
Yuehan Cui
,
Hongxiang Wang
,
Jianxiang Peng
,
Zhaoxia Zhang
,
Bingkun Zhu
,
Tongxuan Zhang
,
Dezhi Tong
, Deyi Xiong
Finding the Translation Switch: Discovering and Exploiting the Task-Initiation Features in LLMs
AAAI 2026 ·
Xinwei Wu
,
Heng Liu
,
Xiaohu Zhao
,
Yuqi Ren
,
Linlong Xu
,
Longyue Wang
, Deyi Xiong,
Weihua Luo
,
Kaifu Zhang
From Curated Data to Scalable Models: Continual Pre-training of Dense and MoE Large Language Models for Tibetan
ACL 2026 ·
Lei Yang
,
Leiyu Pan
,
Bojian Xiong
,
Renren Jin
,
Shaowei Zhang
,
Yue Chen
,
Ling Shi
,
Jiang Zhou
,
Junru Wu
,
Zhen Wang
,
Jianxiang Peng
,
Juesi Xiao
,
Tianyu Dong
,
Zhuowen Han
,
Zhuo Chen
,
Yuqi Ren
, Deyi Xiong
From Insight to Action: A Novel Framework for Interpretability-Guided Data Selection in Large Language Models
ACL 2026 ·
Ling Shi
,
Xinwei Wu
,
Xiaohu Zhao
,
Hao Wang
,
Heng Liu
,
Yangyang Liu
,
Linlong Xu
,
Longyue Wang
, Deyi Xiong,
Weihua Luo
Incentivizing Parametric Knowledge via Reinforcement Learning with Verifiable Rewards for Cross-Cultural Entity Translation
ACL 2026 ·
Jiang Zhou
,
Xiaohu Zhao
,
Xinwei Wu
,
Tianyu Dong
,
Hao Wang
,
Yangyang Liu
,
Heng Liu
,
Linlong Xu
,
Longyue Wang
,
Weihua Luo
, Deyi Xiong
MASS: Deep Research for Social Sciences with Memory-Augmented Social Simulation
ACL 2026 ·
Yongrui Liu
, Deyi Xiong
Neuronal Insights into LLM Attacks: Targeted Neuron Tuning for Precise and Robust Vulnerability Patching
ACL 2026 ·
Dan Shi
,
Renren Jin
,
Zhuowen Han
,
Yuqi Ren
,
Xinwei Wu
,
Zhigen Li
, Deyi Xiong
Revisiting Entropy in Reinforcement Learning for Large Reasoning Models
ACL 2026 ·
Renren Jin
,
Pengzhi Gao
,
Yuqi Ren
,
Zhuowen Han
,
Tongxuan Zhang
,
Wuwei Huang
,
Wei Liu
,
Jian Luan
, Deyi Xiong
SARA: Unlocking Multilingual Knowledge in Mixture-of-Experts via Semantically Anchored Routing Alignment
ACL 2026 ·
Tianyu Dong
,
Yangyang Liu
,
Jiang Zhou
,
Xinwei Wu
,
Xiaohu Zhao
,
Hao Wang
,
Heng Liu
,
Linlong Xu
,
Longyue Wang
,
Weihua Luo
,
Shaolin Zhu
, Deyi Xiong
TENP: Trapezoidal Expert Neuron Pruning For Mixture-of-Experts
ACL 2026 ·
Jiangyang He
,
Shaolin Zhu
, Deyi Xiong
Thesis Proposal: Diagnosing and Mitigating Semantic Interference in Script-Sharing Low-Resource Language Models: A Case Study on Square Bai Script
ACL 2026 ·
Jingting Zheng
, Deyi Xiong
Why Does Reinforcement Learning Generalize? A Feature-Level Mechanistic Study of Post-Training in Large Language Models
ACL 2026 ·
Dan Shi
,
Zhuowen Han
,
Simon Ostermann
,
Renren Jin
,
Josef van Genabith
, Deyi Xiong
CRiskEval: A Chinese Multi-Level Risk Evaluation Benchmark Dataset for Large Language Models
ACL 2025 ·
Ling Shi
, Deyi Xiong
ChatSOP: An SOP-Guided MCTS Planning Framework for Controllable LLM Dialogue Agents
ACL 2025 ·
Zhigen Li
,
Jianxiang Peng
,
Yanmeng Wang
,
Yong Cao
,
Tianhao Shen
,
Minghui Zhang
,
Linxi Su
,
Shang Wu
,
Yihang Wu
,
Yuqian Wang
,
Ye Wang
,
Wei Hu
,
Jianfeng Li
,
Shaojun Wang
,
Jing Xiao
, Deyi Xiong
C²RBench: A Chinese Complex Reasoning Benchmark for Large Language Models
ACL 2025 ·
Junru Wu
,
Tianhao Shen
,
Linxi Su
, Deyi Xiong
DCIS: Efficient Length Extrapolation of LLMs via Divide-and-Conquer Scaling Factor Search
EMNLP 2025 ·
Lei Yang
,
Shaoyang Xu
,
Jianxiang Peng
,
Shaolin Zhu
, Deyi Xiong
Debate4MATH: Multi-Agent Debate for Fine-Grained Reasoning in Math
ACL 2025 ·
Shaowei Zhang
, Deyi Xiong
DecEx-RAG: Boosting Agentic Retrieval-Augmented Generation with Decision and Execution Optimization via Process Supervision
EMNLP 2025 ·
Yongqi Leng
,
Yikun Lei
,
Xikai Liu
,
Meizhi Zhong
,
Bojian Xiong
,
Yurong Zhang
,
Yan Gao
,
Yi Wu
,
Yao Hu
, Deyi Xiong
DiplomacyAgent: Do LLMs Balance Interests and Ethical Principles in International Events?
EMNLP 2025 ·
Jianxiang Peng
,
Ling Shi
,
Xinwei Wu
,
Hanwen Zhang
,
Fujiang Liu
,
Haocheng Lyu
, Deyi Xiong
Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search
ACL 2025 ·
Linhao Yu
,
Xingguang Ji
,
Yahui Liu
,
Fanheng Kong
,
Chenxi Sun
,
Jingyuan Zhang
,
Hongzhi Zhang
,
Victoria W.
,
Fuzheng Zhang
, Deyi Xiong
Evaluating and Improving Graph to Text Generation with Large Language Models
NAACL 2025 ·
Jie He
,
Yijun Yang
,
Wanqiu Long
, Deyi Xiong,
Víctor Gutiérrez-Basulto
,
Jeff Z. Pan
HighMATH: Evaluating Math Reasoning of Large Language Models in Breadth and Depth
EMNLP 2025 ·
Yan Liu
,
Minghui Zhang
,
Bojian Xiong
,
Yifan Xiao
,
Yinong Sun
,
Yating Mei
,
Longyu Zeng
,
Jingchao Yang
,
Yang Wang
, Deyi Xiong
MLAS-LoRA: Language-Aware Parameters Detection and LoRA-Based Knowledge Transfer for Multilingual Machine Translation
ACL 2025 ·
Tianyu Dong
,
Bo Li
,
Jinsong Liu
,
Shaolin Zhu
, Deyi Xiong
Optimize Quantization for Large Language Models via Progressive Training
WWW 2025 ·
Jiangcun Du
,
Renren Jin
,
Wuwei Huang
,
Wei Liu
,
Jian Luan
, Deyi Xiong
Praetor: A Fine-Grained Generative LLM Evaluator with Instance-Level Customizable Evaluation Criteria
ACL 2025 ·
Yongqi Leng
,
Renren Jin
,
Yue Chen
,
Zhuowen Han
,
Ling Shi
,
Jianxiang Peng
,
Lei Yang
,
Juesi Xiao
, Deyi Xiong
Self-Pluralising Culture Alignment for Large Language Models
NAACL 2025 ·
Shaoyang Xu
,
Yongqi Leng
,
Linhao Yu
, Deyi Xiong
Think-Search-Patch: A Retrieval-Augmented Reasoning Framework for Repository-Level Code Repair
EMNLP 2025 ·
Bojian Xiong
,
Yikun Lei
,
Xikai Liu
,
Shaowei Zhang
,
Pengyun Zhu
,
Yan Liu
,
Yongqi Leng
,
Ling Shi
,
Meizhi Zhong
,
Yurong Zhang
,
Yan Gao
,
Yi Wu
,
Yao Hu
, Deyi Xiong
Towards Optimal Evaluation Efficiency for Large Language Models
EMNLP 2025 ·
Guohong Li
, Deyi Xiong
Towards a Unified Paradigm of Concept Editing in Large Language Models
EMNLP 2025 ·
Zhuowen Han
,
Xinwei Wu
,
Dan Shi
,
Renren Jin
, Deyi Xiong
A Comprehensive Evaluation of Quantization Strategies for Large Language Models
ACL 2024 ·
Renren Jin
,
Jiangcun Du
,
Wuwei Huang
,
Wei Liu
,
Jian Luan
,
Bin Wang
, Deyi Xiong
CMoralEval: A Moral Evaluation Benchmark for Chinese Large Language Models
ACL 2024 ·
Linhao Yu
,
Yongqi Leng
,
Yufei Huang
,
Shang Wu
,
Haixin Liu
,
Xinmeng Ji
,
Jiahui Zhao
,
Jinwang Song
,
Tingting Cui
,
Xiaoqing Cheng
,
Liutao Liutao
, Deyi Xiong
CORECODE: A Common Sense Annotated Dialogue Dataset with Benchmark Tasks for Chinese Large Language Models
AAAI 2024 ·
Dan Shi
,
Chaobin You
,
Jiantao Huang
,
Taihao Li
, Deyi Xiong
CToolEval: A Chinese Benchmark for LLM-Powered Agent Evaluation in Real-World API Interactions
ACL 2024 ·
Zishan Guo
,
Yufei Huang
, Deyi Xiong
Efficiently Exploring Large Language Models for Document-Level Machine Translation with In-context Learning
ACL 2024 ·
Menglong Cui
,
Jiangcun Du
,
Shaolin Zhu
, Deyi Xiong
Exploring Multilingual Concepts of Human Values in Large Language Models: Is Value Alignment Consistent, Transferable and Controllable across Languages?
EMNLP 2024 ·
Shaoyang Xu
,
Weilong Dong
,
Zishan Guo
,
Xinwei Wu
, Deyi Xiong
FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data
EMNLP 2024 ·
Haoran Sun
,
Renren Jin
,
Shaoyang Xu
,
Leiyu Pan
,
Supryadi
,
Menglong Cui
,
Jiangcun Du
,
Yikun Lei
,
Lei Yang
,
Ling Shi
,
Juesi Xiao
,
Shaolin Zhu
, Deyi Xiong
IRCAN: Mitigating Knowledge Conflicts in LLM Generation via Identifying and Reweighting Context-Aware Neurons
NeurIPS 2024 ·
Dan Shi
,
Renren Jin
,
Tianhao Shen
,
Weilong Dong
,
Xinwei Wu
, Deyi Xiong
LANDeRMT: Dectecting and Routing Language-Aware Neurons for Selectively Finetuning LLMs to Machine Translation
ACL 2024 ·
Shaolin Zhu
,
Leiyu Pan
,
Bo Li
, Deyi Xiong
Mitigating Privacy Seesaw in Large Language Models: Augmented Privacy Neuron Editing via Activation Patching
ACL 2024 ·
Xinwei Wu
,
Weilong Dong
,
Shaoyang Xu
, Deyi Xiong
OpenEval: Benchmarking Chinese LLMs across Capability, Alignment and Safety
ACL 2024 ·
Chuang Liu
,
Linhao Yu
,
Jiaxuan Li
,
Renren Jin
,
Yufei Huang
,
Ling Shi
,
Junhui Zhang
,
Xinmeng Ji
,
Tingting Cui
,
Tao Liu
,
Jinwang Song
,
Hongying Zan
,
Sun Li
, Deyi Xiong
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations), ACL 2024, Bangkok, Thailand, August 11-16, 2024
ACL 2024 ·
Yixin Cao
,
Yang Feng
, Deyi Xiong
Reassessing Non-Autoregressive Neural Machine Translation with a Fine-Grained Error Taxonomy
ECAI 2024 ·
Yan Liu
,
Longyue Wang
,
Zhaopeng Tu
, Deyi Xiong
Star-Agents: Automatic Data Optimization with LLM Agents for Instruction Tuning
NeurIPS 2024 ·
Hang Zhou
,
Yehui Tang
,
Haochen Qin
,
Yujie Yang
,
Renren Jin
, Deyi Xiong,
Kai Han
,
Yunhe Wang
Watermarking Conditional Text Generation for AI Detection: Unveiling Challenges and a Semantic-Aware Watermark Remedy
AAAI 2024 ·
Yu Fu
, Deyi Xiong,
Yue Dong