共接收1899篇论文。

不完全统计，智源学者参与的论文有36篇。其中朱军8篇，王立威4篇，唐杰、施柏鑫3篇，黄铁军、张长水、叶杰平、孙剑、崔鹏、朱占星各2篇，颜水成、文继荣、孙茂松、何晓冬、林宙辰、李国齐、黄高、李纪为、孙栩、张祥雨1篇。

具体论文是： - Concentration Bounds for Co-occurrence Matrices of Markov Chains Jiezhong Qiu (Tsinghua University) · Chi Wang (Microsoft Research) · Ben Liao (Tencent) · Richard Peng (Georgia Tech) · Jie Tang (Tsinghua University) /唐杰 - CogLTX: Applying BERT to Long Texts Ming Ding (Tsinghua University) · Chang Zhou (Alibaba Group) · Hongxia Yang (Alibaba Group) · Jie Tang (Tsinghua University) /唐杰 - Multi-Label Classification: Does Hamming Loss and Subset Accuracy really conflict with each other? Guoqiang Wu (Tsinghua University) · Jun Zhu (Tsinghua University)/朱军 - Further Analysis of Outlier Detection with Deep Generative Models Ziyu Wang (Tsinghua University) · Bin Dai (Samsung Research China - Beijing) · David P Wipf (Microsoft Research Asia) · Jun Zhu (Tsinghua University)/朱军 - Restoring Negative Information in Few-Shot Object Detection Yukuan Yang (Tsinghua University) · Fangyun Wei (Microsoft Research Asia) · Miaojing Shi (King's College London) · Guoqi Li (Tsinghua University)/李国齐 - Agree to Disagree: Adaptive Ensemble Knowledge Distillation in Gradient Space Shangchen Du (SenseTime) · Shan You (SenseTime) · Xiaojie Li (sensetime) · Jianlong Wu (Shandong University) · Fei Wang (SenseTime) · Chen Qian (SenseTime) · Changshui Zhang (Tsinghua University)/张长水 - Graph Random Neural Networks for Semi-Supervised Learning on Graphs Wenzheng Feng (Tsinghua University) · Jie Zhang (Webank Co.,Ltd) · Yuxiao Dong (Microsoft) · Yu Han (Tsinghua University) · Huanbo Luan (Tsinghua University) · Qian Xu (WeBank) · Qiang Yang (WeBank and HKUST) · Evgeny Kharlamov (Bosch Center for Artificial Intelligence) · Jie Tang (Tsinghua University)/唐杰 - Efficient Learning of Generative Models via Finite-Difference Score Matching Tianyu Pang (Tsinghua University) · Taufik Xu (Tsinghua University) · Chongxuan LI (Tsinghua University) · Yang Song (Stanford University) · Stefano Ermon (Stanford) · Jun Zhu (Tsinghua University)/朱军 - Adversarial Distributional Training for Robust Deep Learning Yinpeng Dong (Tsinghua University) · Zhijie Deng (Tsinghua University) · Tianyu Pang (Tsinghua University) · Hang Su (Tsinghua Univiersity) · Jun Zhu (Tsinghua University)/朱军 - Bi-level Score Matching for Learning Energy-based Latent Variable Models Fan Bao (Tsinghua University) · Chongxuan LI (Tsinghua University) · Taufik Xu (Tsinghua University) · Hang Su (Tsinghua Univiersity) · Jun Zhu (Tsinghua University) /朱军· Bo Zhang (Tsinghua University)/张钹 - Boosting Adversarial Training with Hypersphere Embedding Tianyu Pang (Tsinghua University) · Xiao Yang (Tsinghua University) · Yinpeng Dong (Tsinghua University) · Taufik Xu (Tsinghua University) · Hang Su (Tsinghua Univiersity) · Jun Zhu (Tsinghua University)/朱军 - Towards Interpretable Natural Language Understanding with Explanations as Latent Variables Wangchunshu Zhou (Beihang University) · Jinyi Hu (Tsinghua University) · Hanlin Zhang (South China University of Technology) · Xiaodan Liang (Sun Yat-sen University) · Maosong Sun (Tsinghua University)/孙茂松 · Chenyan Xiong (Microsoft Research AI) · Jian Tang (Mila) - Calibrated Reliable Regression using Maximum Mean Discrepancy Peng Cui (Tsinghua University)/崔鹏 · Wenbo Hu (Tsinghua University) · Jun Zhu (Tsinghua University)/朱军 - Understanding and Exploring the Network with Stochastic Architectures Zhijie Deng (Tsinghua University) · Yinpeng Dong (Tsinghua University) · Shifeng Zhang (Department of Computer Science and Technology, Tsinghua University) · Jun Zhu (Tsinghua University)/朱军 - Glance and Focus: a Dynamic Approach to Reducing Spatial Redundancy in Image Classification Yulin Wang (Tsinghua University) · Kangchen Lv (Tsinghua University) · Rui Huang (Tsinghua University) · Shiji Song (Department of Automation, Tsinghua University) · Le Yang (Tsinghua University) · Gao Huang (Tsinghua)/黄高 - Counterfactual Prediction for Bundle Treatment Hao Zou (Tsinghua University) · Peng Cui (Tsinghua University)/崔鹏 · Bo Li (Tsinghua University) · Zheyan Shen (Tsinghua University) · Jianxin Ma (Alibaba Group) · Hongxia Yang (Alibaba Group) · Yue He (Tsinghua University) - When Counterpoint Meets Chinese Folk Melodies Nan Jiang (Tsinghua University) · Sheng Jin (Tsinghua University) · Zhiyao Duan (Unversity of Rochester) · Changshui Zhang (Tsinghua University)/张长水 - Knowledge Distillation in Wide Neural Networks: Risk Bound, Data Efficiency and Imperfect Teacher Guangda Ji (Peking University) · Zhanxing Zhu (Peking University)/朱占星 - Black-Box Certification with Randomized Smoothing: A Functional Optimization Based Framework Dinghuai Zhang (Peking University) · Mao Ye (The University of Texas at Austin) · Chengyue Gong (Peking University) · Zhanxing Zhu (Peking University)/朱占星 · Qiang Liu (UT Austin) - Learning Individually Inferred Communication for Multi-Agent Cooperation Ziluo Ding (Peking University) · Tiejun Huang (Peking University)/黄铁军 · Zongqing Lu (Peking University) - ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding Yibo Yang (Peking University) · Hongyang Li (Peking University) · Shan You (SenseTime) · Fei Wang (SenseTime) · Chen Qian (SenseTime) · Zhouchen Lin (Peking University)/林宙辰 - UnModNet: Learning to Unwrap a Modulo Image for High Dynamic Range Imaging Chu Zhou (Peking University) · Hang Zhao (MIT) · Jin Han (Peking University) · Chang Xu (University of Sydney) · Chao Xu (Peking University) · Tiejun Huang (Peking University)/黄铁军 · Boxin Shi (Peking University)/施柏鑫 - Locally Differentially Private (Contextual) Bandits Learning Kai Zheng (Kuaishou) · Tianle Cai (Peking University) · Weiran Huang (Noah's Ark Lab) · Zhenguo Li (Noah's Ark Lab, Huawei Tech Investment Co Ltd) · Liwei Wang (Peking University)/王立威 - RepPoints v2: Verification Meets Regression for Object Detection Yihong Chen (Peking University) · Zheng Zhang (MSRA) · Yue Cao (Microsoft Research) · Liwei Wang (Peking University)/王立威 · Stephen Lin (Microsoft Research) · Han Hu (Microsoft Research Asia) - Improved Analysis of Clipping Algorithms for Non-convex Optimization Bohang Zhang (Peking University) · Jikai Jin (Peking University) · Cong Fang (Peking University) · Liwei Wang (Peking University)/王立威 - Sanity-Checking Pruning Methods: Random Tickets can Win the Jackpot Jingtong Su (Peking University) · Yihang Chen (Peking University) · Tianle Cai (Peking University) · Tianhao Wu (Peking University) · Ruiqi Gao (Peking University) · Liwei Wang (Peking University)/王立威 · Jason Lee (Princeton University) - Prophet Attention: Predicting Attention with Future Attention for Improved Image Captioning Fenglin Liu (Peking University) · Xuancheng Ren (Peking University) · Xian Wu (Tencent Medical AI Lab) · Shen Ge (Tencent Medical AI Lab) · Wei Fan (Tencent) · Yuexian Zou (Peking University) · Xu Sun (Peking University)/孙栩 - Scalable Graph Neural Networks via Bidirectional Propagation Ming Chen (Renmin University of China) · Zhewei Wei (Renmin University of China) · Bolin Ding ("Data Analytics and Intelligence Lab, Alibaba Group") · Yaliang Li (Alibaba Group) · Ye Yuan ( Beijing Institute of Technology) · Xiaoyong Du (Renmin University of China) · Ji-Rong Wen (Renmin University of China)/文继荣 - Fine-Grained Dynamic Head for Object Detection Lin Song (Xi'an Jiaotong University) · Yanwei Li (The Chinese University of Hong Kong) · Zhengkai Jiang (Institute of Automation，Chinese Academy of Sciences) · Zeming Li (Megvii(Face++) Inc) · Hongbin Sun (Xi'an Jiaotong University) · Jian Sun (Megvii, Face++) /孙剑· Nanning Zheng (Xi'an Jiaotong University) - Rethinking Learnable Tree Filter for Generic Feature Transform Lin Song (Xi'an Jiaotong University) · Yanwei Li (The Chinese University of Hong Kong) · Zhengkai Jiang (Institute of Automation，Chinese Academy of Sciences) · Zeming Li (Megvii(Face++) Inc) · Xiangyu Zhang (MEGVII Technology) /张祥雨· Hongbin Sun (Xi'an Jiaotong University) · Jian Sun (Megvii, Face++)/孙剑 · Nanning Zheng (Xi'an Jiaotong University) - ConvBERT: Improving BERT with Span-based Dynamic Convolution Zi-Hang Jiang (National University of Singapore) · Weihao Yu (National University of Singapore) · Daquan Zhou (National University of Singapore) · Yunpeng Chen (Yitu Technology) · Jiashi Feng (National University of Singapore) · Shuicheng Yan (National University of Singapore)/颜水成 - Knowledge Transfer in Multi-Task Deep Reinforcement Learning for Continuous Control Zhiyuan Xu (Syracuse University) · Kun Wu (Syracuse University) · Zhengping Che (DiDi AI Labs, Didi Chuxing) · Jian Tang (DiDi AI Labs, DiDi Chuxing) · Jieping Ye (Didi Chuxing)/叶杰平 - Upper Confidence Primal-Dual Reinforcement Learning for CMDP with Adversarial Loss Shuang Qiu (University of Michigan) · Xiaohan Wei (University of Southern California) · Zhuoran Yang (Princeton) · Jieping Ye (University of Michigan)/叶杰平 · Zhaoran Wang (Northwestern University) - Group Contextual Encoding for 3D Point Clouds Xu Liu (The University of Tokyo) · Chengtao Li (MIT) · Jian Wang (Carnegie Mellon University) · Jingbo Wang (Peking University) · Boxin Shi (Peking University) /施柏鑫· Xiaodong He (JD AI research)/何晓冬 - SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection Xiaoya Li (Shannon.AI) · Yuxian Meng (Shannon.AI) · Mingxin Zhou (Shannon.AI) · Qinghong Han (Shannon.AI) · Fei Wu (Zhejiang University) · Jiwei Li (Shannon.AI)/李纪为 - GPS-Net: Graph-based Photometric Stereo Network Zhuokun Yao (Tianjin University) · Kun Li (Tianjin University) · Ying Fu (Beijing Institute of Technology) · Haofeng Hu (Tianjin University) · Boxin Shi (Peking University)/施柏鑫

据Reddit网友统计，发表论文较多的机构是（国内排名前列的是清华、北大、中科大、上交大和港中文）： Count University/Institute 277 STANFORD UNIVERSITY 229 MASSACHUSETTS INSTITUTE OF TECHNOLOGY 211 UNIVERSITY OF CALIFORNIA BERKELEY 189 CARNEGIE MELLON UNIVERSITY 151 TSINGHUA UNIVERSITY 140 UNIVERSITY OF OXFORD 100 UNIVERSITY OF TEXAS AT AUSTIN 95 ETH ZURICH 89 PRINCETON UNIVERSITY 87 COLUMBIA UNIVERSITY 83 KAIST 80 PEKING UNIVERSITY 79 UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN 79 CORNELL UNIVERSITY 78 UNIVERSITY OF CAMBRIDGE 74 UNIVERSITY OF CALIFORNIA LOS ANGELES 72 EPFL 66 GEORGIA INSTITUTE OF TECHNOLOGY 65 UNIVERSITY COLLEGE LONDON 61 NEW YORK UNIVERSITY 60 UNIVERSITY OF CALIFORNIA SAN DIEGO 60 HARVARD UNIVERSITY 58 UNIVERSITY OF TORONTO 53 MILA 47 UNIVERSITY OF MARYLAND COLLEGE PARK 46 UNIVERSITY OF MICHIGAN 46 DUKE UNIVERSITY 45 UNIVERSITY OF PENNSYLVANIA 45 NATIONAL UNIVERSITY OF SINGAPORE 45 INRIA 43 UNIVERSITY OF WASHINGTON 41 CALTECH 40 UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA 40 IMPERIAL COLLEGE LONDON 39 UNIVERSITY OF TOKYO 39 PURDUE UNIVERSITY 37 UNIVERSITY OF SYDNEY 36 UNIVERSITY OF SOUTHERN CALIFORNIA 35 NORTHEASTERN UNIVERSITY 34 SHANGHAI JIAO TONG UNIVERSITY 33 BOSTON UNIVERSITY 31 TEXAS A&M UNIVERSITY 31 CHINESE UNIVERSITY OF HONG KONG 30 TECHNION 30 SEOUL NATIONAL UNIVERSITY 29 UNIVERSITY OF WISCONSIN MADISON 29 UNIVERSITY OF MASSACHUSETTS AMHERST 29 MCGILL UNIVERSITY 27 UNIVERSITY OF MINNESOTA 27 TEL AVIV UNIVERSITY

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