Li, Wenjie

54 publications

TMLR 2026 Delta-Influence: Identifying Poisons via Influence Functions Wenjie Li, Jiawei Li, Pengcheng Zeng, Christian Schroeder de Witt, Ameya Prabhu, Amartya Sanyal

AAAI 2025 AIM: Let Any Multimodal Large Language Models Embrace Efficient In-Context Learning Jun Gao, Qian Qiao, Tianxiang Wu, Zili Wang, Ziqiang Cao, Wenjie Li

CVPR 2025 Bridging Modalities: Improving Universal Multimodal Retrieval by Multimodal Large Language Models Xin Zhang, Yanzhao Zhang, Wen Xie, Mingxin Li, Ziqi Dai, Dingkun Long, Pengjun Xie, Meishan Zhang, Wenjie Li, Min Zhang

NeurIPS 2025 Chiron-O1: Igniting Multimodal Large Language Models Towards Generalizable Medical Reasoning via Mentor-Intern Collaborative Search Haoran Sun, Yankai Jiang, Wenjie Lou, Yujie Zhang, Wenjie Li, Lilong Wang, Mianxin Liu, Lei Liu, Xiaosong Wang

ICML 2025 Constrain Alignment with Sparse Autoencoders Qingyu Yin, Chak Tou Leong, Hongbo Zhang, Minjun Zhu, Hanqi Yan, Qiang Zhang, Yulan He, Wenjie Li, Jun Wang, Yue Zhang, Linyi Yang

ICLR 2025 Integrative Decoding: Improving Factuality via Implicit Self-Consistency Yi Cheng, Xiao Liang, Yeyun Gong, Wen Xiao, Song Wang, Yuji Zhang, Wenjun Hou, Kaishuai Xu, Wenge Liu, Wenjie Li, Jian Jiao, Qi Chen, Peng Cheng, Wayne Xiong

CVPR 2025 Interleaved-Modal Chain-of-Thought Jun Gao, Yongqi Li, Ziqiang Cao, Wenjie Li

NeurIPS 2025 LIMOPro: Reasoning Refinement for Efficient and Effective Test-Time Scaling Yang Xiao, Jessie Wang, Ruifeng Yuan, Chunpu Xu, Kaishuai Xu, Wenjie Li, Pengfei Liu

ICCV 2025 Learning Separable Fine-Grained Representation via Dendrogram Construction from Coarse Labels for Fine-Grained Visual Recognition Guanghui Shi, Xuefeng Liang, Wenjie Li, Xiaoyu Lin

CVPRW 2025 NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Xin Li, Yeying Jin, Xin Jin, Zongwei Wu, Bingchen Li, Yufei Wang, Wenhan Yang, Yu Li, Zhibo Chen, Bihan Wen, Robby T. Tan, Radu Timofte, Qiyu Rong, Hongyuan Jing, Mengmeng Zhang, Jinglong Li, Xiangyu Lu, Yi Ren, Yuting Liu, Meng Zhang, Xiang Chen, Qiyuan Guan, Jiangxin Dong, Jinshan Pan, Conglin Gou, Qirui Yang, Fangpu Zhang, Yunlong Lin, Sixiang Chen, Guoxi Huang, Ruirui Lin, Yan Zhang, Jingyu Yang, Huanjing Yue, Jiyuan Chen, Qiaosi Yi, Hongjun Wang, Chenxi Xie, Shuai Li, Yuhui Wu, Kaiyi Ma, Jiakui Hu, Juncheng Li, Liwen Pan, Guangwei Gao, Wenjie Li, Zhenyu Jin, Heng Guo, Zhanyu Ma, Yubo Wang, Jinghua Wang, Wangzhi Xing, Anjusree Karnavar, Diqi Chen, Mohammad Aminul Islam, Hao Yang, Ruikun Zhang, Liyuan Pan, Qianhao Luo, Xin Cao, Han Zhou, Yan Min, Wei Dong, Jun Chen, Taoyi Wu, Weijia Dou, Yu Wang, Shengjie Zhao, Yongcheng Huang, Xingyu Han, Anyan Huang, Hongtao Wu, Hong Wang, Yefeng Zheng, Abhijeet Kumar, Aman Kumar, Marcos V. Conde, Paula Garrido, Daniel Feijoo, Juan C. Benito, Guanglu Dong, Xin Lin, Siyuan Liu, Tianheng Zheng, Jiayu Zhong, Shouyi Wang, Xiangtai Li, Lanqing Guo, Lu Qi, Chao Ren, Shuaibo Wang, Shilong Zhang, Wanyu Zhou, Yunze Wu, Qinzhong Tan, Jieyuan Pei, Zhuoxuan Li, Jiayu Wang, Haoyu Bian, Haoran Sun, Subhajit Paul, Ni Tang, Junhao Huang, Zihan Cheng, Hongyun Zhu, Yuehan Wu, Kaixin Deng, Huang Ouyang, Tianxin Xiao, Fan Yang, Zhizun Luo, Zeyu Xiao, Zhuoyuan Li, Pham Hoang Le Nguyen, Dinh Thien An, Luu Thanh Son, Kiet Van Nguyen, Ronghua Xu, Xianmin Tian, Weijian Zhou, Jiacheng Zhang, Yuqian Chen, Yihang Duan, Yujie Wu, Suresh Raikwar, Arsh Garg, Kritika Kritika, Jianhua Zheng, Xiaoshan Ma, Ruolin Zhao, Yongyu Yang, Yongsheng Liang, Guiming Huang, Qiang Li, Hongbin Zhang, Xiangyu Zheng, A. N. Rajagopalan

NeurIPS 2025 R$^2$ec: Towards Large Recommender Models with Reasoning Runyang You, Yongqi Li, Xinyu Lin, Xin Zhang, Wenjie Wang, Wenjie Li, Liqiang Nie

NeurIPS 2025 SSRB: Direct Natural Language Querying to Massive Heterogeneous Semi-Structured Data Xin Zhang, Mingxin Li, Yanzhao Zhang, Dingkun Long, Yongqi Li, Yinghui Li, Pengjun Xie, Meishan Zhang, Wenjie Li, Min Zhang, Philip S. Yu

ICLR 2025 SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration Heming Xia, Yongqi Li, Jun Zhang, Cunxiao Du, Wenjie Li

NeurIPS 2025 Self-Supervised Selective-Guided Diffusion Model for Old-Photo Face Restoration Wenjie Li, Xiangyi Wang, Heng Guo, Guangwei Gao, Zhanyu Ma

AAAI 2024 Cooper: Coordinating Specialized Agents Towards a Complex Dialogue Goal Yi Cheng, Wenge Liu, Jian Wang, Chak Tou Leong, Yi Ouyang, Wenjie Li, Xian Wu, Yefeng Zheng

ECCV 2024 Delving Deep into Engagement Prediction of Short Videos Dasong Li, Wenjie Li, Baili Lu, Hongsheng Li, Sizhuo Ma, Gurunandan Krishnan, Jian Wang

ICML 2024 Diving into Underwater: Segment Anything Model Guided Underwater Salient Instance Segmentation and a Large-Scale Dataset Shijie Lian, Ziyi Zhang, Hua Li, Wenjie Li, Laurence Tianruo Yang, Sam Kwong, Runmin Cong

AAAI 2024 Federated X-Armed Bandit Wenjie Li, Qifan Song, Jean Honorio, Guang Lin

NeurIPSW 2024 GameBench: Evaluating Strategic Reasoning Abilities of LLM Agents Anthony Costarelli, Mat Allen, Roman Hauksson, Grace Sodunke, Suhas Hariharan, Carlson Cheng, Wenjie Li, Joshua M Clymer, Arjun Yadav

AAAI 2024 Learning to Rank in Generative Retrieval Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li

AISTATS 2024 Personalized Federated X-Armed Bandit Wenjie Li, Qifan Song, Jean Honorio

NeurIPS 2023 Aligning Language Models with Human Preferences via a Bayesian Approach Jiashuo Wang, Haozhao Wang, Shichao Sun, Wenjie Li

AAAI 2023 COLA: Improving Conversational Recommender Systems by Collaborative Augmentation Dongding Lin, Jian Wang, Wenjie Li

TMLR 2023 Federated High-Dimensional Online Decision Making Chi-Hua Wang, Wenjie Li, Guang Lin

TMLR 2023 Optimum-Statistical Collaboration Towards General and Efficient Black-Box Optimization Wenjie Li, Chi-Hua Wang, Guang Cheng, Qifan Song

AAAI 2023 Preserve Context Information for Extract-Generate Long-Input Summarization Framework Ruifeng Yuan, Zili Wang, Ziqiang Cao, Wenjie Li

IJCAI 2022 "My Nose Is Running." "Are You Also Coughing?": Building a Medical Diagnosis Agent with Interpretable Inquiry Logics Wenge Liu, Yi Cheng, Hao Wang, Jianheng Tang, Yafei Liu, Ruihui Zhao, Wenjie Li, Yefeng Zheng, Xiaodan Liang

ICML 2022 A Simple Unified Framework for High Dimensional Bandit Problems Wenjie Li, Adarsh Barik, Jean Honorio

UAI 2022 Addressing Token Uniformity in Transformers via Singular Value Transformation Hanqi Yan, Lin Gui, Wenjie Li, Yulan He

CVPR 2022 CamLiFlow: Bidirectional Camera-LiDAR Fusion for Joint Optical Flow and Scene Flow Estimation Haisong Liu, Tao Lu, Yihui Xu, Jia Liu, Wenjie Li, Lijun Chen

UAI 2022 Deep Dirichlet Process Mixture Models Naiqi Li, Wenjie Li, Yong Jiang, Shu-Tao Xia

IJCAI 2022 Enhancing Text Generation via Multi-Level Knowledge Aware Reasoning Feiteng Mu, Wenjie Li

AAAI 2022 Feature Distillation Interaction Weighting Network for Lightweight Image Super-Resolution Guangwei Gao, Wenjie Li, Juncheng Li, Fei Wu, Huimin Lu, Yi Yu

IJCAI 2022 Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive Transformer Guangwei Gao, Zhengxue Wang, Juncheng Li, Wenjie Li, Yi Yu, Tieyong Zeng

UAI 2022 PDQ-Net: Deep Probabilistic Dual Quaternion Network for Absolute Pose Regression on $SE(3)$ Wenjie Li, Wasif Naeem, Jia Liu, Dequan Zheng, Wei Hao, Lijun Chen

MLJ 2022 Variance Reduction on General Adaptive Stochastic Mirror Descent Wenjie Li, Zhanyu Wang, Yichen Zhang, Guang Cheng

ACML 2021 Semi-Open Attribute Extraction from Chinese Functional Description Text Li Zhang, Yanzeng Li, Rouyu Zhang, Wenjie Li

NeurIPS 2020 Stochastic Deep Gaussian Processes over Graphs Naiqi Li, Wenjie Li, Jifeng Sun, Yinghua Gao, Yong Jiang, Shu-Tao Xia

IJCAI 2019 Hierarchical Diffusion Attention Network Zhitao Wang, Wenjie Li

AAAI 2019 Meta-Path Augmented Response Generation Yanran Li, Wenjie Li

AAAI 2018 Deep Representation-Decoupling Neural Networks for Monaural Music Mixture Separation Zhuo Li, Hongwei Wang, Miao Zhao, Wenjie Li, Minyi Guo

AAAI 2018 Dialogue Generation with GAN Hui Su, Xiaoyu Shen, Pengwei Hu, Wenjie Li, Yun Chen

AAAI 2018 Faithful to the Original: Fact Aware Neural Abstractive Summarization Ziqiang Cao, Furu Wei, Wenjie Li, Sujian Li

AAAI 2018 Modeling Scientific Influence for Research Trending Topic Prediction Chengyao Chen, Zhitao Wang, Wenjie Li, Xu Sun

AAAI 2017 Improving Multi-Document Summarization via Text Classification Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei

AAAI 2017 Joint Copying and Restricted Generation for Paraphrase Ziqiang Cao, Chuwei Luo, Wenjie Li, Sujian Li

ICLR 2017 Mode Regularized Generative Adversarial Networks Tong Che, Yanran Li, Athul Paul Jacob, Yoshua Bengio, Wenjie Li

AAAI 2016 Iterative Project Quasi-Newton Algorithm for Training RBM Shuai Mi, Xiaozhao Zhao, Yuexian Hou, Peng Zhang, Wenjie Li, Dawei Song

AAAI 2016 TGSum: Build Tweet Guided Multi-Document Summarization Dataset Ziqiang Cao, Chengyao Chen, Wenjie Li, Sujian Li, Furu Wei, Ming Zhou

AAAI 2015 A Novel Neural Topic Model and Its Supervised Extension Ziqiang Cao, Sujian Li, Yang Liu, Wenjie Li, Heng Ji

IJCAI 2015 Modeling Quantum Entanglements in Quantum Language Models Mengjiao Xie, Yuexian Hou, Peng Zhang, Jingfei Li, Wenjie Li, Dawei Song

AAAI 2012 Generating Coherent Summaries with Textual Aspects Renxian Zhang, Wenjie Li, Dehong Gao

AAAI 2012 Query-Oriented Multi-Document Summarization via Unsupervised Deep Learning Yan Liu, Sheng-hua Zhong, Wenjie Li

IJCAI 2011 A Wikipedia Based Semantic Graph Model for Topic Tracking in Blogsphere Jintao Tang, Ting Wang, Qin Lu, Ji Wang, Wenjie Li