Weihua Luo

38 papers at tracked venues · 35 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×18 NeurIPS ×7 AAAI ×3 CVPR ×2 ICCV ×2 ICML ×2 ECCV ×1 EMNLP ×1 FSE ×1 NAACL ×1

Frequent coauthors

Kaifu Zhang

×20

Longyue Wang

×18

Qingguo Chen

×15

Zhao Xu

×11

Linlong Xu

×6

Xinwei Wu

×5

Heng Liu

×5

Xiaohu Zhao

×5

Hao Wang

×5

Shiyin Lu

×5

Bo Zeng

×4

Zhenran Xu

×4

Papers

Beyond Black-Box Interventions: Latent Probing for Faithful Retrieval-Augmented Generation
ACL 2026 ·
Linfeng Gao
,
Qinggang Zhang
,
Baolong Bi
,
Bo Zeng
,
Zheng Yuan
,
Zerui Chen
,
Zhimin Wei
,
Shenghua Liu
,
Linlong Xu
,
Longyue Wang
, Weihua Luo,
Jinsong Su
ComfyFlow: Benchmarking LLMs for AIGC Workflow Generation
ACL 2026 ·
Zhenran Xu
,
Yiyu Wang
,
Yunxin Li
,
Muyang Ye
,
Xue Yang
,
Kai Chen
,
Longyue Wang
, Weihua Luo,
Baotian Hu
,
Min Zhang
ComfyUI-R1: Exploring Reasoning Models for Workflow Generation
ACL 2026 ·
Zhenran Xu
,
Yiyu Wang
,
Xue Yang
,
Longyue Wang
, Weihua Luo,
Kaifu Zhang
,
Baotian Hu
,
Min Zhang
DetectRL-X: Towards Reliable Multilingual and Real-World LLM-Generated Text Detection
ACL 2026 ·
Junchao Wu
,
Yefeng Liu
,
Chenyu Zhu
,
Hao Zhang
,
Zeyu Wu
,
Tianqi Shi
,
Yichao Du
,
Longyue Wang
, Weihua Luo,
Jinsong Su
,
Derek F. Wong
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 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
HCRE: LLM-based Hierarchical Classification for Cross-Document Relation Extraction with a Prediction-then-Verification Strategy
ACL 2026 ·
Guoqi Ma
,
Liang Zhang
,
Hongyao Tu
,
Hao Fu
,
Hui Li
,
Yujie Lin
,
Longyue Wang
, Weihua Luo,
Jinsong Su
HSCodeComp: A Realistic and Expert-level Agent Benchmark for Hierarchical Rule Application
ACL 2026 ·
Tian Lan
,
Yiqian Yang
,
Qianghuai Jia
,
Li Zhu
,
Hui Jiang
,
Hang Zhu
, Weihua Luo,
Longyue Wang
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
MirrorCAPTCHA: Wild CAPTCHA, Wild Distribution, Wild Web-based Platform Meet Multimodal LLM Agents
ACL 2026 ·
Xiangyu Wu
,
Yuwei Hu
,
Tianyu Cui
,
Yueying Tian
,
Qingguo Chen
,
Zhao Xu
, Weihua Luo,
Kaifu Zhang
,
Yang Yang
,
Jianfeng Lu
M²PO: Multi-Perspective Multi-Pair Preference Optimization for Machine Translation
ACL 2026 ·
Hao Wang
,
Linlong Xu
,
Heng Liu
,
Yangyang Liu
,
Xiaohu Zhao
,
Bo Zeng
,
Liangying Shao
,
Yichen Dong
,
Xinwei Wu
,
Jiang Zhou
,
Tianyu Dong
,
Xiangxiang Zeng
,
Longyue Wang
, Weihua Luo
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
Scaling Beyond Context: A Survey of Multimodal Retrieval-Augmented Generation for Document Understanding
ACL 2026 ·
Sensen Gao
,
Shanshan Zhao
,
Xu Jiang
,
Lunhao Duan
,
Yong Xien Chng
,
Qing-Guo Chen
, Weihua Luo,
Kaifu Zhang
,
Jia-Wang Bian
,
Mingming Gong
Table-as-Search: Agentic Information Seeking is Table Completion
ACL 2026 ·
Tian Lan
,
Felix Henry
,
Bin Zhu
,
Qianghuai Jia
,
Junyang Ren
,
Qihang Pu
,
Haijun Li
,
Longyue Wang
,
Zhao Xu
, Weihua Luo
A Unified Agentic Framework for Evaluating Conditional Image Generation
ACL 2025 ·
Jifang Wang
,
Yangxue
,
Longyue Wang
,
Zhenran Xu
,
Yiyu Wang
,
Yaowei Wang
, Weihua Luo,
Kaifu Zhang
,
Baotian Hu
,
Min Zhang
Alleviating Hallucinations in Large Language Models through Multi-Model Contrastive Decoding and Dynamic Hallucination Detection
NeurIPS 2025 ·
Chenyu Zhu
,
Yefeng Liu
,
Hao Zhang
,
Aowen Wang
,
Yangxue
,
Guanhua Chen
,
Longyue Wang
, Weihua Luo,
Kaifu Zhang
BooW-VTON: Boosting In-the-Wild Virtual Try-On via Mask-Free Pseudo Data Training
CVPR 2025 ·
Xuanpu Zhang
,
Dan Song
,
Pengxin Zhan
,
Tianyu Chang
,
Jianhao Zeng
,
Qingguo Chen
, Weihua Luo,
An-An Liu
CHATS: Combining Human-Aligned Optimization and Test-Time Sampling for Text-to-Image Generation
ICML 2025 ·
Minghao Fu
,
Guo-Hua Wang
,
Liangfu Cao
,
Qing-Guo Chen
,
Zhao Xu
, Weihua Luo,
Kaifu Zhang
ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development
ACL 2025 ·
Zhenran Xu
,
Xue Yang
,
Yiyu Wang
,
Qingli Hu
,
Zijiao Wu
,
Longyue Wang
, Weihua Luo,
Kaifu Zhang
,
Baotian Hu
,
Min Zhang
G2: Guided Generation for Enhanced Output Diversity in LLMs
EMNLP 2025 ·
Zhiwen Ruan
,
Yixia Li
,
Yefeng Liu
,
Yun Chen
, Weihua Luo,
Peng Li
,
Yang Liu
,
Guanhua Chen
LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy
NAACL 2025 ·
Zhiwen Ruan
,
Yixia Li
,
He Zhu
,
Longyue Wang
, Weihua Luo,
Kaifu Zhang
,
Yun Chen
,
Guanhua Chen
Let the LLM Stick to Its Strengths: Learning to Route Economical LLM
NeurIPS 2025 ·
Yi-Kai Zhang
,
Shiyin Lu
,
Qingguo Chen
, Weihua Luo,
De-Chuan Zhan
,
Han-Jia Ye
Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large Language
ACL 2025 ·
Bo Zeng
,
Chenyang Lyu
,
Sinuo Liu
,
Mingyan Zeng
,
Minghao Wu
,
Xuanfan Ni
,
Tianqi Shi
,
Yu Zhao
,
Yefeng Liu
,
Chenyu Zhu
,
Ruizhe Li
,
Jiahui Geng
,
Qing Li
,
Yu Tong
,
Longyue Wang
, Weihua Luo,
Kaifu Zhang
Marco-o1 v2: Towards Widening The Distillation Bottleneck for Reasoning Models
ACL 2025 ·
Huifeng Yin
,
Yu Zhao
,
Minghao Wu
,
Xuanfan Ni
,
Bo Zeng
,
Hao Wang
,
Tianqi Shi
,
Liangying Shao
,
Chenyang Lyu
,
Longyue Wang
, Weihua Luo,
Kaifu Zhang
Mdp3: a Training-Free Approach for List-Wise Frame Selection in Video-Llms
ICCV 2025 ·
Hui Sun
,
Shiyin Lu
,
Huanyu Wang
,
Qing-Guo Chen
,
Zhao Xu
, Weihua Luo,
Kaifu Zhang
,
Ming Li
MoE-LPR: Multilingual Extension of Large Language Models Through Mixture-of-Experts with Language Priors Routing
AAAI 2025 ·
Hao Zhou
,
Zhijun Wang
,
Shujian Huang
,
Xin Huang
,
Xue Han
,
Junlan Feng
,
Chao Deng
, Weihua Luo,
Jiajun Chen
Multimodal Tabular Reasoning with Privileged Structured Information
NeurIPS 2025 ·
Jun-Peng Jiang
,
Yu Xia
,
Hai-Long Sun
,
Shiyin Lu
,
Qingguo Chen
, Weihua Luo,
Kaifu Zhang
,
De-Chuan Zhan
,
Han-Jia Ye
Parrot: Multilingual Visual Instruction Tuning
ICML 2025 ·
Hai-Long Sun
,
Da-Wei Zhou
,
Yang Li
,
Shiyin Lu
,
Chao Yi
,
Qing-Guo Chen
,
Zhao Xu
, Weihua Luo,
Kaifu Zhang
,
De-Chuan Zhan
,
Han-Jia Ye
SPACE: Noise Contrastive Estimation Stabilizes Self-Play Fine-Tuning for Large Language Models
NeurIPS 2025 ·
Yibo Wang
,
Guangda Huzhang
,
Qingguo Chen
,
Zhao Xu
, Weihua Luo,
Kaifu Zhang
,
Lijun Zhang
TG-LLaVA: Text Guided LLaVA via Learnable Latent Embeddings
AAAI 2025 ·
Dawei Yan
,
Pengcheng Li
,
Yang Li
,
Hao Chen
,
Qingguo Chen
, Weihua Luo,
Wei Dong
,
Qingsen Yan
,
Haokui Zhang
,
Chunhua Shen
Teefusion: Blending Text Embeddings to Distill Classifier-Free Guidance
ICCV 2025 ·
Minghao Fu
,
Guo-Hua Wang
,
Xiaohao Chen
,
Qing-Guo Chen
,
Zhao Xu
, Weihua Luo,
Kaifu Zhang
Triplets Better Than Pairs: Towards Stable and Effective Self-Play Fine-Tuning for LLMs
NeurIPS 2025 ·
Yibo Wang
,
Hai-Long Sun
,
Guangda Huzhang
,
Qingguo Chen
,
Zhao Xu
, Weihua Luo,
Kaifu Zhang
,
Lijun Zhang
UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation
CVPR 2025 ·
Lunhao Duan
,
Shanshan Zhao
,
Wenjun Yan
,
Yinglun Li
,
Qing-Guo Chen
,
Zhao Xu
, Weihua Luo,
Kaifu Zhang
,
Mingming Gong
,
Gui-Song Xia
AIM 2024 Challenge on Video Super-Resolution Quality Assessment: Methods and Results
ECCV 2024 ·
Ivan Molodetskikh
,
Artem Borisov
,
Dmitriy S. Vatolin
,
Radu Timofte
,
Jianzhao Liu
,
Tianwu Zhi
,
Yabin Zhang
,
Yang Li
,
Jingwen Xu
,
Yiting Liao
,
Qing Luo
,
Ao-Xiang Zhang
,
Peng Zhang
,
Haibo Lei
,
Linyan Jiang
,
Yaqing Li
,
Yuqin Cao
,
Wei Sun
,
Weixia Zhang
,
Yinan Sun
,
Ziheng Jia
,
Yuxin Zhu
,
Xiongkuo Min
,
Guangtao Zhai
, Weihua Luo,
Yupeng Zhang
,
Hong Yi
Advancing Tool-Augmented Large Language Models: Integrating Insights from Errors in Inference Trees
NeurIPS 2024 ·
Sijia Chen
,
Yibo Wang
,
Yi-Feng Wu
,
Qingguo Chen
,
Zhao Xu
, Weihua Luo,
Kaifu Zhang
,
Lijun Zhang
CodeM: Less Data Yields More Versatility via Ability Matrix
ACL 2024 ·
Daoguang Zan
,
Ailun Yu
,
Wei Liu
,
Bo Shen
,
Shaoxin Lin
,
Yongshun Gong
,
Yafen Yao
,
Yan Liu
,
Bei Guan
, Weihua Luo,
Yongji Wang
,
Qianxiang Wang
,
Lizhen Cui
DiffCoder: Enhancing Large Language Model on API Invocation via Analogical Code Exercises
FSE 2024 ·
Daoguang Zan
,
Ailun Yu
,
Bo Shen
,
Bei Chen
,
Wei Li
,
Yongshun Gong
,
Xiaolin Chen
,
Yafen Yao
, Weihua Luo,
Bei Guan
,
Yan Liu
,
Yongji Wang
,
Qianxiang Wang
,
Lizhen Cui
Wings: Learning Multimodal LLMs without Text-only Forgetting
NeurIPS 2024 ·
Yi-Kai Zhang
,
Shiyin Lu
,
Yang Li
,
Yanqing Ma
,
Qingguo Chen
,
Zhao Xu
, Weihua Luo,
Kaifu Zhang
,
De-Chuan Zhan
,
Han-Jia Ye