Furu Wei

71 papers at tracked venues · 57 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×23 ICLR ×15 NeurIPS ×10 EMNLP ×7 NAACL ×5 AAAI ×3 ICCV ×2 ICML ×2 CVPR ×1 ECCV ×1 IROS ×1 SIGIR ×1

Frequent coauthors

Shaohan Huang

×26

Li Dong

×17

Liang Wang

×11

Nan Yang

×11

Xun Wu

×10

Shaoguang Mao

×7

Weiwei Deng

×7

Qi Zhang

×7

Xingxing Zhang

×6

Shuming Ma

×6

Feng Sun

×6

Tao Ge

×6

Papers

Learning to Refine: Self-Refinement of Parallel Reasoning in LLMs
ACL 2026 ·
Qibin Wang
,
Pu Zhao
,
Shaohan Huang
,
Fangkai Yang
,
Lu Wang
, Furu Wei,
Qingwei Lin
,
Saravan Rajmohan
,
Dongmei Zhang
MoCa: Modality-aware Continual Pre-training Makes Better Bidirectional Multimodal Embeddings
ACL 2026 ·
Haonan Chen
,
Hong Liu
,
Yuping Luo
,
Liang Wang
,
Nan Yang
, Furu Wei,
Zhicheng Dou
Reasoning with Exploration: An Entropy Perspective
AAAI 2026 ·
Daixuan Cheng
,
Shaohan Huang
,
Xuekai Zhu
,
Bo Dai
,
Xin Zhao
,
Zhenliang Zhang
, Furu Wei
Rectified Sparse Attention for Efficient Long-Sequence Generation
ACL 2026 ·
Yutao Sun
,
Tianzhu Ye
,
Li Dong
,
Yuqing Xia
,
Jian Chen
,
Yizhao Gao
,
Shijie Cao
,
Jianyong Wang
, Furu Wei
Shorten After You're Right: Lazy Length Penalties for Reasoning RL
ACL 2026 ·
Danlong Yuan
,
Tian Xie
,
Shaohan Huang
,
Huishuai Zhang
,
Zhuocheng Gong
,
Chong Luo
, Furu Wei,
Dongyan Zhao
Towards Stable and Effective Reinforcement Learning for Mixture-of-Experts
ACL 2026 ·
Di Zhang
,
Xun Wu
,
Shaohan Huang
,
Lingjie Jiang
,
Yaru Hao
,
Li Dong
,
Zewen Chi
,
Zhifang Sui
, Furu Wei
Two Pathways to Truthfulness: On the Intrinsic Encoding of LLM Hallucinations
ACL 2026 ·
Wen Luo
,
Guangyue Peng
,
Wei Li
,
Shaohang Wei
,
Feifan Song
,
Liang Wang
,
Nan Yang
,
Xingxing Zhang
,
Jing Jin
, Furu Wei,
Houfeng Wang
VFA: Empowering Multilingual MLLMs via Vision-Free Adaptation
ACL 2026 ·
Yixia Li
,
Yaqing Shi
,
Zhiwen Ruan
,
Dongdong Zhang
,
Lingjie Jiang
,
Shaohan Huang
,
Yun Chen
,
Guanhua Chen
, Furu Wei
ARLON: Boosting Diffusion Transformers with Autoregressive Models for Long Video Generation
ICLR 2025 ·
Zongyi Li
,
Shujie Hu
,
Shujie Liu
,
Long Zhou
,
Jeongsoo Choi
,
Lingwei Meng
,
Xun Guo
,
Jinyu Li
,
Hefei Ling
, Furu Wei
Assessing Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks
ACL 2025 ·
Fangru Lin
,
Shaoguang Mao
,
Emanuele La Malfa
,
Valentin Hofmann
,
Adrian de Wynter
,
Xun Wang
,
Si-Qing Chen
,
Michael J. Wooldridge
,
Janet B. Pierrehumbert
, Furu Wei
Autoregressive Speech Synthesis without Vector Quantization
ACL 2025 ·
Lingwei Meng
,
Long Zhou
,
Shujie Liu
,
Sanyuan Chen
,
Bing Han
,
Shujie Hu
,
Yanqing Liu
,
Jinyu Li
,
Sheng Zhao
,
Xixin Wu
,
Helen M. Meng
, Furu Wei
Bitnet.cpp: Efficient Edge Inference for Ternary LLMs
ACL 2025 ·
Jinheng Wang
,
Hansong Zhou
,
Ting Song
,
Shijie Cao
,
Yan Xia
,
Ting Cao
,
Jianyu Wei
,
Shuming Ma
,
Hongyu Wang
, Furu Wei
Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective
ACL 2025 ·
Yiyao Yu
,
Yuxiang Zhang
,
Dongdong Zhang
,
Xiao Liang
,
Hengyuan Zhang
,
Xingxing Zhang
,
Mahmoud Khademi
,
Hany Hassan Awadalla
,
Junjie Wang
,
Yujiu Yang
, Furu Wei
Chain-of-Retrieval Augmented Generation
NeurIPS 2025 ·
Liang Wang
,
Haonan Chen
,
Nan Yang
,
Xiaolong Huang
,
Zhicheng Dou
, Furu Wei
Context-DPO: Aligning Language Models for Context-Faithfulness
ACL 2025 ·
Baolong Bi
,
Shaohan Huang
,
Yiwei Wang
,
Tianchi Yang
,
Zihan Zhang
,
Haizhen Huang
,
Lingrui Mei
,
Junfeng Fang
,
Zehao Li
, Furu Wei,
Weiwei Deng
,
Feng Sun
,
Qi Zhang
,
Shenghua Liu
Data Selection via Optimal Control for Language Models
ICLR 2025 ·
Yuxian Gu
,
Li Dong
,
Hongning Wang
,
Yaru Hao
,
Qingxiu Dong
, Furu Wei,
Minlie Huang
Differential Transformer
ICLR 2025 ·
Tianzhu Ye
,
Li Dong
,
Yuqing Xia
,
Yutao Sun
,
Yi Zhu
,
Gao Huang
, Furu Wei
Examining False Positives under Inference Scaling for Mathematical Reasoning
EMNLP 2025 ·
Yu Wang
,
Nan Yang
,
Liang Wang
, Furu Wei,
Fuli Feng
GeAR: Generation Augmented Retrieval
ACL 2025 ·
Haoyu Liu
,
Shaohan Huang
,
Jianfeng Liu
,
Yuefeng Zhan
,
Hao Sun
,
Weiwei Deng
,
Feng Sun
, Furu Wei,
Qi Zhang
Generative Representational Instruction Tuning
ICLR 2025 ·
Niklas Muennighoff
,
Hongjin Su
,
Liang Wang
,
Nan Yang
, Furu Wei,
Tao Yu
,
Amanpreet Singh
,
Douwe Kiela
Imagine While Reasoning in Space: Multimodal Visualization-of-Thought
ICML 2025 ·
Chengzu Li
,
Wenshan Wu
,
Huanyu Zhang
,
Yan Xia
,
Shaoguang Mao
,
Li Dong
,
Ivan Vulic
, Furu Wei
K-Level Reasoning: Establishing Higher Order Beliefs in Large Language Models for Strategic Reasoning
NAACL 2025 ·
Yadong Zhang
,
Shaoguang Mao
,
Tao Ge
,
Xun Wang
,
Yan Xia
,
Man Lan
, Furu Wei
Little Giants: Synthesizing High-Quality Embedding Data at Scale
NAACL 2025 ·
Haonan Chen
,
Liang Wang
,
Nan Yang
,
Yutao Zhu
,
Ziliang Zhao
, Furu Wei,
Zhicheng Dou
MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark
ACL 2025 ·
Qihao Zhao
,
Yangyu Huang
,
Tengchao Lv
,
Lei Cui
,
Qinzheng Sun
,
Shaoguang Mao
,
Xin Zhang
,
Ying Xin
,
Qiufeng Yin
,
Scarlett Li
, Furu Wei
Model as a Game: On Numerical and Spatial Consistency for Generative Games
ICCV 2025 ·
Jingye Chen
,
Yuzhong Zhao
,
Yupan Huang
,
Lei Cui
,
Li Dong
,
Tengchao Lv
,
Qifeng Chen
, Furu Wei
NL2Lean: Translating Natural Language into Lean 4 through Multi-Aspect Reinforcement Learning
EMNLP 2025 ·
Yue Fang
,
Shaohan Huang
,
Xin Yu
,
Haizhen Huang
,
Zihan Zhang
,
Weiwei Deng
, Furu Wei,
Feng Sun
,
Qi Zhang
,
Zhi Jin
PEACE: Empowering Geologic Map Holistic Understanding with MLLMs
CVPR 2025 ·
Yangyu Huang
,
Tianyi Gao
,
Haoran Xu
,
Qihao Zhao
,
Yang Song
,
Zhipeng Gui
,
Tengchao Lv
,
Hao Chen
,
Lei Cui
,
Scarlett Li
, Furu Wei
Preference Optimization for Reasoning with Pseudo Feedback
ICLR 2025 ·
Fangkai Jiao
,
Geyang Guo
,
Xingxing Zhang
,
Nancy F. Chen
,
Shafiq Joty
, Furu Wei
Rethinking DPO-Style Diffusion Aligning Frameworks
ICCV 2025 ·
Xun Wu
,
Shaohan Huang
,
Lingjie Jiang
, Furu Wei
Reward Reasoning Models
NeurIPS 2025 ·
Jiaxin Guo
,
Zewen Chi
,
Li Dong
,
Qingxiu Dong
,
Xun Wu
,
Shaohan Huang
, Furu Wei
Scaling Optimal LR Across Token Horizons
ICLR 2025 ·
Johan Bjorck
,
Alon Benhaim
,
Vishrav Chaudhary
, Furu Wei,
Xia Song
Self-Boosting Large Language Models with Synthetic Preference Data
ICLR 2025 ·
Qingxiu Dong
,
Li Dong
,
Xingxing Zhang
,
Zhifang Sui
, Furu Wei
Semi-Parametric Retrieval via Binary Bag-of-Tokens Index
ICLR 2025 ·
Jiawei Zhou
,
Li Dong
, Furu Wei,
Lei Chen
ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Multilingual Contrastive Framework
ACL 2025 ·
Hengyuan Zhang
,
Chenming Shang
,
Sizhe Wang
,
Dongdong Zhang
,
Yiyao Yu
,
Feng Yao
,
Renliang Sun
,
Yujiu Yang
, Furu Wei
Textual Aesthetics in Large Language Models
EMNLP 2025 ·
Lingjie Jiang
,
Shaohan Huang
,
Xun Wu
, Furu Wei
Think Only When You Need with Large Hybrid-Reasoning Models
NeurIPS 2025 ·
Lingjie Jiang
,
Xun Wu
,
Shaohan Huang
,
Qingxiu Dong
,
Zewen Chi
,
Li Dong
,
Xingxing Zhang
,
Tengchao Lv
,
Lei Cui
, Furu Wei
Towards Thinking-Optimal Scaling of Test-Time Compute for LLM Reasoning
NeurIPS 2025 ·
Wenkai Yang
,
Shuming Ma
,
Yankai Lin
, Furu Wei
mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data
ACL 2025 ·
Haonan Chen
,
Liang Wang
,
Nan Yang
,
Yutao Zhu
,
Ziliang Zhao
, Furu Wei,
Zhicheng Dou
Adapting Large Language Models via Reading Comprehension
ICLR 2024 ·
Daixuan Cheng
,
Shaohan Huang
, Furu Wei
Boosting Text-to-Video Generative Model with MLLMs Feedback
NeurIPS 2024 ·
Xun Wu
,
Shaohan Huang
,
Guolong Wang
,
Jing Xiong
, Furu Wei
Chain-of-Dictionary Prompting Elicits Translation in Large Language Models
EMNLP 2024 ·
Hongyuan Lu
,
Haoran Yang
,
Haoyang Huang
,
Dongdong Zhang
,
Wai Lam
, Furu Wei
Fine-Tuning LLaMA for Multi-Stage Text Retrieval
SIGIR 2024 ·
Xueguang Ma
,
Liang Wang
,
Nan Yang
, Furu Wei,
Jimmy Lin
Grounding Multimodal Large Language Models to the World
ICLR 2024 ·
Zhiliang Peng
,
Wenhui Wang
,
Li Dong
,
Yaru Hao
,
Shaohan Huang
,
Shuming Ma
,
Qixiang Ye
, Furu Wei
HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition
ACL 2024 ·
Yuxuan Liu
,
Tianchi Yang
,
Shaohan Huang
,
Zihan Zhang
,
Haizhen Huang
, Furu Wei,
Weiwei Deng
,
Feng Sun
,
Qi Zhang
Improving Text Embeddings with Large Language Models
ACL 2024 ·
Liang Wang
,
Nan Yang
,
Xiaolong Huang
,
Linjun Yang
,
Rangan Majumder
, Furu Wei
In-context Autoencoder for Context Compression in a Large Language Model
ICLR 2024 ·
Tao Ge
,
Jing Hu
,
Lei Wang
,
Xun Wang
,
Si-Qing Chen
, Furu Wei
Instruction Pre-Training: Language Models are Supervised Multitask Learners
EMNLP 2024 ·
Daixuan Cheng
,
Yuxian Gu
,
Shaohan Huang
,
Junyu Bi
,
Minlie Huang
, Furu Wei
KOSMOS-E : Learning to Follow Instruction for Robotic Grasping
IROS 2024 ·
Zhi Wang
,
Xun Wu
,
Shaohan Huang
,
Li Dong
,
Wenhui Wang
,
Shuming Ma
, Furu Wei
Kosmos-G: Generating Images in Context with Multimodal Large Language Models
ICLR 2024 ·
Xichen Pan
,
Li Dong
,
Shaohan Huang
,
Zhiliang Peng
,
Wenhu Chen
, Furu Wei
Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models
ACL 2024 ·
Tianyi Tang
,
Wenyang Luo
,
Haoyang Huang
,
Dongdong Zhang
,
Xiaolei Wang
,
Xin Zhao
, Furu Wei,
Ji-Rong Wen
Learning to Rank in Generative Retrieval
AAAI 2024 ·
Yongqi Li
,
Nan Yang
,
Liang Wang
, Furu Wei,
Wenjie Li
LongEmbed: Extending Embedding Models for Long Context Retrieval
EMNLP 2024 ·
Dawei Zhu
,
Liang Wang
,
Nan Yang
,
Yifan Song
,
Wenhao Wu
, Furu Wei,
Sujian Li
Low-code LLM: Graphical User Interface over Large Language Models
NAACL 2024 ·
Yuzhe Cai
,
Shaoguang Mao
,
Wenshan Wu
,
Zehua Wang
,
Yaobo Liang
,
Tao Ge
,
Chenfei Wu
,
Wang You
,
Ting Song
,
Yan Xia
,
Nan Duan
, Furu Wei
MathScale: Scaling Instruction Tuning for Mathematical Reasoning
ICML 2024 ·
Zhengyang Tang
,
Xingxing Zhang
,
Benyou Wang
, Furu Wei
Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models
NeurIPS 2024 ·
Wenshan Wu
,
Shaoguang Mao
,
Yadong Zhang
,
Yan Xia
,
Li Dong
,
Lei Cui
, Furu Wei
MiniLLM: Knowledge Distillation of Large Language Models
ICLR 2024 ·
Yuxian Gu
,
Li Dong
, Furu Wei,
Minlie Huang
Mixture of LoRA Experts
ICLR 2024 ·
Xun Wu
,
Shaohan Huang
, Furu Wei
Multi-Head Mixture-of-Experts
NeurIPS 2024 ·
Xun Wu
,
Shaohan Huang
,
Wenhui Wang
,
Shuming Ma
,
Li Dong
, Furu Wei
Multimodal Large Language Models Make Text-to-Image Generative Models Align Better
NeurIPS 2024 ·
Xun Wu
,
Shaohan Huang
,
Guolong Wang
,
Jing Xiong
, Furu Wei
Not All Metrics Are Guilty: Improving NLG Evaluation by Diversifying References
NAACL 2024 ·
Tianyi Tang
,
Hongyuan Lu
,
Yuchen Jiang
,
Haoyang Huang
,
Dongdong Zhang
,
Wayne Xin Zhao
,
Tom Kocmi
, Furu Wei
PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training
ICLR 2024 ·
Dawei Zhu
,
Nan Yang
,
Liang Wang
,
Yifan Song
,
Wenhao Wu
, Furu Wei,
Sujian Li
ResLoRA: Identity Residual Mapping in Low-Rank Adaption
ACL 2024 ·
Shuhua Shi
,
Shaohan Huang
,
Minghui Song
,
Zhoujun Li
,
Zihan Zhang
,
Haizhen Huang
, Furu Wei,
Weiwei Deng
,
Feng Sun
,
Qi Zhang
Respond in my Language: Mitigating Language Inconsistency in Response Generation based on Large Language Models
ACL 2024 ·
Liang Zhang
,
Qin Jin
,
Haoyang Huang
,
Dongdong Zhang
, Furu Wei
SCALE: Synergized Collaboration of Asymmetric Language Translation Engines
ACL 2024 ·
Xin Cheng
,
Xun Wang
,
Tao Ge
,
Si-Qing Chen
, Furu Wei,
Dongyan Zhao
,
Rui Yan
Se²: Sequential Example Selection for In-Context Learning
ACL 2024 ·
Haoyu Liu
,
Jianfeng Liu
,
Shaohan Huang
,
Yuefeng Zhan
,
Hao Sun
,
Weiwei Deng
, Furu Wei,
Qi Zhang
Text Diffusion with Reinforced Conditioning
AAAI 2024 ·
Yuxuan Liu
,
Tianchi Yang
,
Shaohan Huang
,
Zihan Zhang
,
Haizhen Huang
, Furu Wei,
Weiwei Deng
,
Feng Sun
,
Qi Zhang
TextDiffuser-2: Unleashing the Power of Language Models for Text Rendering
ECCV 2024 ·
Jingye Chen
,
Yupan Huang
,
Tengchao Lv
,
Lei Cui
,
Qifeng Chen
, Furu Wei
Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration
NAACL 2024 ·
Zhenhailong Wang
,
Shaoguang Mao
,
Wenshan Wu
,
Tao Ge
, Furu Wei,
Heng Ji
WavLLM: Towards Robust and Adaptive Speech Large Language Model
EMNLP 2024 ·
Shujie Hu
,
Long Zhou
,
Shujie Liu
,
Sanyuan Chen
,
Lingwei Meng
,
Hongkun Hao
,
Jing Pan
,
Xunying Liu
,
Jinyu Li
,
Sunit Sivasankaran
,
Linquan Liu
, Furu Wei
You Only Cache Once: Decoder-Decoder Architectures for Language Models
NeurIPS 2024 ·
Yutao Sun
,
Li Dong
,
Yi Zhu
,
Shaohan Huang
,
Wenhui Wang
,
Shuming Ma
,
Quanlu Zhang
,
Jianyong Wang
, Furu Wei
xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token
NeurIPS 2024 ·
Xin Cheng
,
Xun Wang
,
Xingxing Zhang
,
Tao Ge
,
Si-Qing Chen
, Furu Wei,
Huishuai Zhang
,
Dongyan Zhao