---
title: "NeurIPS 2021 — all accepted papers — the most cited first"
description: "All 481 papers of NeurIPS 2021 · page 1 of 5, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/neural-information-processing-systems/2021/papers/"
---
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# NeurIPS 2021: all accepted papers

481 papers · page 1 of 5 · the most cited first · [← NeurIPS 2021](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2021/)

**1** [2](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2021/papers/page/2/) … [5](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2021/papers/page/5/) [next →](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2021/papers/page/2/)

1. **[Do Transformers Really Perform Badly for Graph Representation ↗](https://dblp.uni-trier.de/db/journals/corr/corr2106.html#abs-2106-05234)**Chengxuan Ying, Tianle Cai, Shengjie Luo et al.*358 citations*
2. **[HRFormer: High-Resolution Vision Transformer for Dense Predict ↗](https://proceedings.neurips.cc/paper/2021/file/3bbfdde8842a5c44a0323518eec97cbe-Paper.pdf)**Yuhui Yuan, Rao Fu, Lang Huang et al.*152 citations*
3. **[Artistic Style Transfer with Internal-external Learning and Contrastive Learning ↗](https://proceedings.neurips.cc/paper/2021/file/df5354693177e83e8ba089e94b7b6b55-Paper.pdf)**Haibo Chen, Lei Zhao, Zhizhong Wang et al.*121 citations*
4. **[Differentiable Spike: Rethinking Gradient-Descent for Training Spiking Neural Networks ↗](https://papers.nips.cc/paper/2021/hash/c4ca4238a0b923820dcc509a6f75849b-Abstract.html)**Yuhang Li, Yufei Guo, Shanghang Zhang et al.*103 citations*
5. **[Beta-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Neural Network Robustness Verification ↗](https://papers.nips.cc/paper/2021/hash/fac7fead96dafceaf80c1daffeae82a4-Abstract.html)**Shiqi Wang, Huan Zhang, Kaidi Xu et al.*93 citations*
6. **[Test-Time Classifier Adjustment Module for Model-Agnostic Domain Generalization ↗](https://openreview.net/forum?id=e_yvNqkJKAW)**Yusuke Iwasawa, Yutaka Matsuo*80 citations*
7. **[Relative Uncertainty Learning for Facial Expression Recognition ↗](http://proceedings.neurips.cc/paper/2021/file/9332c513ef44b682e9347822c2e457ac-Paper.pdf)**Yuhang Zhang, Chengrui Wang, Weihong Deng*76 citations*
8. **[Focal Attention for Long-Range Interactions in Vision Transformers ↗](https://proceedings.neurips.cc/paper/2021/file/fc1a36821b02abbd2503fd949bfc9131-Paper.pdf)**Jianwei Yang, Chunyuan Li, Pengchuan Zhang et al.*74 citations*
9. **[Class-Incremental Learning via Dual Augmentation ↗](http://proceedings.neurips.cc/paper/2021/file/77ee3bc58ce560b86c2b59363281e914-Paper.pdf)**Fei Zhu, Zhen Cheng, Xu-Yao Zhang et al.*66 citations*
10. **[TokenLearner: Adaptive Space-Time Tokenization for Videos ↗](https://proceedings.neurips.cc/paper/2021/file/6a30e32e56fce5cf381895dfe6ca7b6f-Paper.pdf)**Michael S. Ryoo, AJ Piergiovanni, Anurag Arnab et al.*66 citations*
11. **[Learning with Noisy Correspondence for Cross-modal Matching ↗](https://papers.nips.cc/paper/2021/hash/f5e62af885293cf4d511ceef31e61c80-Abstract.html)**Zhenyu Huang, Guocheng Niu, Xiao Liu et al.*61 citations*
12. **[Detecting Moments and Highlights in Videos via Natural Language Queries ↗](http://proceedings.neurips.cc/paper/2021/file/62e0973455fd26eb03e91d5741a4a3bb-Paper.pdf)**Jie Lei, Tamara L. Berg, Mohit Bansal*58 citations*
13. **[MAU: A Motion-Aware Unit for Video Prediction and Beyond ↗](https://openreview.net/forum?id=qwtfY-3ibt7)**Zheng Chang, Xinfeng Zhang, Shanshe Wang et al.*56 citations*
14. **[Universal Graph Convolutional Networks ↗](http://proceedings.neurips.cc/paper/2021/file/5857d68cd9280bc98d079fa912fd6740-Paper.pdf)**Di Jin, Zhizhi Yu, Cuiying Huo et al.*54 citations*
15. **[Revisiting Time Series Outlier Detection: Definitions and Benchmarks ↗](https://openreview.net/pdf?id=r8IvOsnHchr)**Kwei-Herng Lai, Daochen Zha, Junjie Xu et al.*51 citations*
16. **[A Hierarchical Reinforcement Learning Based Optimization Framework for Large-scale Dynamic Pickup and Delivery Problems ↗](http://proceedings.neurips.cc/paper/2021/file/c6a01432c8138d46ba39957a8250e027-Paper.pdf)**Yi Ma, Xiaotian Hao, Jianye Hao et al.*49 citations*
17. **[Cross-view Geo-localization with Layer-to-Layer Transformer ↗](https://papers.nips.cc/paper/2021/hash/f31b20466ae89669f9741e047487eb37-Abstract.html)**Hongji Yang, Xiufan Lu, Yingying Zhu*48 citations*
18. **[PartialFed: Cross-Domain Personalized Federated Learning via Partial Initialization ↗](http://proceedings.neurips.cc/paper/2021/file/c429429bf1f2af051f2021dc92a8ebea-Paper.pdf)**Benyuan Sun, Hongxing Huo, Yi Yang et al.*44 citations*
19. **[UniDoc: Unified Pretraining Framework for Document Understanding ↗](https://proceedings.neurips.cc/paper/2021/file/0084ae4bc24c0795d1e6a4f58444d39b-Paper.pdf)**Jiuxiang Gu, Jason Kuen, Vlad I. Morariu et al.*43 citations*
20. **[COVID-19 Sounds: A Large-Scale Audio Dataset for Digital Respiratory Screening ↗](https://openreview.net/pdf?id=9KArJb4r5ZQ)**Xia Tong, Dimitris Spathis, Chlo e Brown et al.*38 citations*
21. **[Debiased Visual Question Answering from Feature and Sample Perspectives ↗](http://proceedings.neurips.cc/paper/2021/file/1f4477bad7af3616c1f933a02bfabe4e-Paper.pdf)**Zhiquan Wen, Guanghui Xu, Mingkui Tan et al.*38 citations*
22. **[Leveraging Distribution Alignment via Stein Path for Cross-Domain Cold-Start Recommendation ↗](https://openreview.net/pdf?id=dYGFRxCf7P)**Weiming Liu, Jiajie Su, Chaochao Chen et al.*38 citations*
23. **[Rethinking Calibration of Deep Neural Networks: Do Not Be Afraid of Overconfidence ↗](https://papers.nips.cc/paper/2021/hash/61f3a6dbc9120ea78ef75544826c814e-Abstract.html)**Deng-Bao Wang, Lei Feng, Min-Ling Zhang*38 citations*
24. **[Backdoor Attack with Imperceptible Input and Latent Modification ↗](https://proceedings.neurips.cc/paper/2021/file/9d99197e2ebf03fc388d09f1e94af89b-Paper.pdf)**Khoa D. Doan, Yingjie Lao, Ping Li*36 citations*
25. **[Confident Anchor-Induced Multi-Source Free Domain Adaptation ↗](https://papers.nips.cc/paper/2021/hash/168908dd3227b8358eababa07fcaf091-Abstract.html)**Jiahua Dong, Zhen Fang, Anjin Liu et al.*36 citations*
26. **[D2C: Diffusion-Decoding Models for Few-Shot Conditional Generation ↗](https://dblp.uni-trier.de/db/journals/corr/corr2106.html#abs-2106-06819)**Abhishek Sinha, Jiaming Song, Chenlin Meng et al.*36 citations*
27. **[Shapley Residuals: Quantifying the limits of the Shapley value for explanations ↗](https://papers.nips.cc/paper/2021/hash/dfc6aa246e88ab3e32caeaaecf433550-Abstract.html)**I. Elizabeth Kumar, Carlos Scheidegger, Suresh Venkatasubramanian et al.*35 citations*
28. **[ViSER: Video-Specific Surface Embeddings for Articulated 3D Shape Reconstruction ↗](https://papers.nips.cc/paper/2021/hash/a11f9e533f28593768ebf87075ab34f2-Abstract.html)**Gengshan Yang, Deqing Sun, Varun Jampani et al.*35 citations*
29. **[Sageflow: Robust Federated Learning against Both Stragglers and Adversaries ↗](http://proceedings.neurips.cc/paper/2021/file/076a8133735eb5d7552dc195b125a454-Paper.pdf)**Jung Wuk Park, Dong-Jun Han, Minseok Choi et al.*33 citations*
30. **[Learning to dehaze with polarization ↗](https://proceedings.neurips.cc/paper/2021/hash/5fd0b37cd7dbbb00f97ba6ce92bf5add-Abstract.html)**Chu Zhou, Minggui Teng, Yufei Han et al.*32 citations*
31. **[Probabilistic Transformer For Time Series Analysis ↗](https://papers.nips.cc/paper/2021/hash/c68bd9055776bf38d8fc43c0ed283678-Abstract.html)**Binh Tang, David S. Matteson*32 citations*
32. **[SSAL: Synergizing between Self-Training and Adversarial Learning for Domain Adaptive Object Detection ↗](http://proceedings.neurips.cc/paper/2021/file/c0cccc24dd23ded67404f5e511c342b0-Paper.pdf)**Muhammad Akhtar Munir, Muhammad Haris Khan, Muhammad Saquib Sarfraz et al.*32 citations*
33. **[Uncertainty-Driven Loss for Single Image Super-Resolution ↗](https://proceedings.neurips.cc/paper/2021/file/88a199611ac2b85bd3f76e8ee7e55650-Paper.pdf)**Ning Qian, Weisheng Dong, Xin Li et al.*32 citations*
34. **[Conformal Time-series Forecasting ↗](http://proceedings.neurips.cc/paper/2021/file/312f1ba2a72318edaaa995a67835fad5-Paper.pdf)**Kamile Stankeviciute, Ahmed M. Alaa, Mihaela van der Schaar*31 citations*
35. **[Curriculum Disentangled Recommendation with Noisy Multi-feedback ↗](http://proceedings.neurips.cc/paper/2021/file/e242660df1b69b74dcc7fde711f924ff-Paper.pdf)**Hong Chen, Yudong Chen, Xin Wang et al.*31 citations*
36. **[Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning ↗](https://papers.nips.cc/paper/2021/hash/8682cc30db9c025ecd3fee433f8ab54c-Abstract.html)**Xinyi Xu, Lingjuan Lyu, Xingjun Ma et al.*31 citations*
37. **[Probing Inter-modality: Visual Parsing with Self-Attention for Vision-and-Language Pre-training ↗](https://openreview.net/pdf?id=e0nZIFEpmYh)**Hongwei Xue, Yupan Huang, Bei Liu et al.*31 citations*
38. **[Stochastic Solutions for Linear Inverse Problems using the Prior Implicit in a Denoiser ↗](https://openreview.net/forum?id=x5hh6N9bUUb)**Zahra Kadkhodaie, Eero P. Simoncelli*31 citations*
39. **[Breaking the centralized barrier for cross-device federated learning ↗](https://papers.nips.cc/paper/2021/hash/f0e6be4ce76ccfa73c5a540d992d0756-Abstract.html)**Sai Praneeth Karimireddy, Martin Jaggi, Satyen Kale et al.*30 citations*
40. **[Disentangled Contrastive Learning on Graphs ↗](https://openreview.net/forum?id=C_L0Xw_Qf8M)**Haoyang Li, Xin Wang, Ziwei Zhang et al.*30 citations*
41. **[INDIGO: GNN-Based Inductive Knowledge Graph Completion Using Pair-Wise Encoding ↗](https://ora.ox.ac.uk/objects/uuid:93fc6084-ebd3-486d-b4cc-ab113222d793)**Shuwen Liu, Bernardo Cuenca Grau, Ian Horrocks et al.*30 citations*
42. **[Searching for Efficient Transformers for Language Modeling ↗](https://papers.nips.cc/paper/2021/hash/2f3c6a4cd8af177f6456e7e51a916ff3-Abstract.html)**David R. So, Wojciech Mańke, Hanxiao Liu et al.*30 citations*
43. **[Balanced Chamfer Distance as a Comprehensive Metric for Point Cloud Completion ↗](http://proceedings.neurips.cc/paper/2021/file/f3bd5ad57c8389a8a1a541a76be463bf-Paper.pdf)**Tong Wu, Liang Pan, Junzhe Zhang et al.*29 citations*
44. **[Towards Efficient and Effective Adversarial Training ↗](https://openreview.net/pdf?id=kuK2VARZGnI)**Gaurang Sriramanan, Sravanti Addepalli, Arya Baburaj et al.*29 citations*
45. **[Are We Learning Yet? A Meta Review of Evaluation Failures Across Machine Learning ↗](https://openreview.net/pdf?id=mPducS1MsEK)**Thomas T. Liao, Rohan Taori, Inioluwa Deborah Raji et al.*28 citations*
46. **[Exploring Cross-Video and Cross-Modality Signals for Weakly-Supervised Audio-Visual Video Parsing ↗](https://proceedings.neurips.cc/paper/2021/file/5f93f983524def3dca464469d2cf9f3e-Paper.pdf)**Yan-Bo Lin, Hung-Yu Tseng, Hsin-Ying Lee et al.*28 citations*
47. **[OpenMatch: Open-Set Semi-supervised Learning with Open-set Consistency Regularization ↗](http://proceedings.neurips.cc/paper/2021/file/da11e8cd1811acb79ccf0fd62cd58f86-Paper.pdf)**Kuniaki Saito, Donghyun Kim, Kate Saenko*28 citations*
48. **[Aligned Structured Sparsity Learning for Efficient Image Super-Resolution ↗](https://proceedings.neurips.cc/paper/2021/file/15de21c670ae7c3f6f3f1f37029303c9-Paper.pdf)**Yulun Zhang, Huan Wang, Can Qin et al.*27 citations*
49. **[Learning Transferable Adversarial Perturbations ↗](http://proceedings.neurips.cc/paper/2021/file/7486cef2522ee03547cfb970a404a874-Paper.pdf)**Krishna Kanth Nakka, Mathieu Salzmann*27 citations*
50. **[Adaptive Diffusion in Graph Neural Networks ↗](https://proceedings.neurips.cc/paper/2021/hash/c42af2fa7356818e0389593714f59b52-Abstract.html)**Jialin Zhao, Yuxiao Dong, Ming Lei Ding et al.*26 citations*
51. **[Benchmark for Compositional Text-to-Image Synthesis ↗](https://openreview.net/pdf?id=bKBhQhPeKaF)**Dong Huk Park, Samaneh Azadi, Xihui Liu et al.*26 citations*
52. **[Unbiased Classification through Bias-Contrastive and Bias-Balanced Learning ↗](https://proceedings.neurips.cc/paper/2021/file/de8aa43e5d5fa8536cf23e54244476fa-Paper.pdf)**Youngkyu Hong, Eunho Yang*26 citations*
53. **[Diverse Message Passing for Attribute with Heterophily ↗](https://papers.nips.cc/paper/2021/hash/253614bbac999b38b5b60cae531c4969-Abstract.html)**Liang Yang, Mengzhe Li, Liyang Liu et al.*25 citations*
54. **[Rethinking the Pruning Criteria for Convolutional Neural Network ↗](https://proceedings.neurips.cc/paper/2021/file/87ae6fb631f7c8a627e8e28785d9992d-Paper.pdf)**Zhongzhan Huang, Xinjiang Wang, Ping Luo*25 citations*
55. **[Automatic Unsupervised Outlier Model Selection ↗](https://openreview.net/forum?id=KCd-3Pz8VjM)**Yue Zhao, Ryan A. Rossi, Leman Akoglu*24 citations*
56. **[Integrating Tree Path in Transformer for Code Representation ↗](http://proceedings.neurips.cc/paper/2021/file/4e0223a87610176ef0d24ef6d2dcde3a-Paper.pdf)**Peng Han, Ge Li, Wenhan Wang et al.*24 citations*
57. **[Federated Split Task-Agnostic Vision Transformer for COVID-19 CXR Diagnosis ↗](http://proceedings.neurips.cc/paper/2021/file/ceb0595112db2513b9325a85761b7310-Paper.pdf)**Sang Joon Park, Gwanghyun Kim, Jeongsol Kim et al.*23 citations*
58. **[Lifelong Domain Adaptation via Consolidated Internal Distribution ↗](https://proceedings.neurips.cc/paper/2021/file/5caf41d62364d5b41a893adc1a9dd5d4-Paper.pdf)**Mohammad Ghomi Rostami*23 citations*
59. **[Delayed Gradient Averaging: Tolerate the Communication Latency for Federated Learning ↗](https://openreview.net/pdf?id=ACFHNxVNvfk)**Ligeng Zhu, Hongzhou Lin, Yao Lu et al.*22 citations*
60. **[Towards Multi-Grained Explainability for Graph Neural Networks ↗](https://openreview.net/pdf?id=K6y77KRUowQ)**Xiang Wang, Yingxin Wu, An Zhang et al.*22 citations*
61. **[GRIN: Generative Relation and Intention Network for Multi-agent Trajectory Prediction ↗](https://proceedings.neurips.cc/paper/2021/file/e3670ce0c315396e4836d7024abcf3dd-Paper.pdf)**Long-yuan Li, Yao Jian, Li Kevin Wenliang et al.*21 citations*
62. **[Multimodal and Multilingual Embeddings for Large-Scale Speech Mining ↗](https://papers.nips.cc/paper/2021/hash/8466f9ace6a9acbe71f75762ffc890f1-Abstract.html)**Paul-Ambroise Duquenne, Hongyu Gong, Holger Schwenk*21 citations*
63. **[Robust Pose Estimation in Crowded Scenes with Direct Pose-Level Inference ↗](https://openreview.net/forum?id=AvHeCmK2fsE)**Dongkai Wang, Shiliang Steven Zhang, Gang Hua*21 citations*
64. **[Adversarial Teacher-Student Representation Learning for Domain Generalization ↗](https://proceedings.neurips.cc/paper/2021/file/a2137a2ae8e39b5002a3f8909ecb88fe-Paper.pdf)**Fu-En Yang, Yuan-Chia Cheng, Zu-Yun Shiau et al.*20 citations*
65. **[Are My Deep Learning Systems Fair? An Empirical Study of Fixed-Seed Training ↗](https://papers.nips.cc/paper/2021/hash/fdda6e957f1e5ee2f3b311fe4f145ae1-Abstract.html)**Shangshu Qian, Hung Viet Pham, Thibaud Lutellier et al.*20 citations*
66. **[Counterfactual Invariance to Spurious Correlations in Text Classification ↗](https://openreview.net/pdf?id=BdKxQp0iBi8)**Victor Veitch, Alexander D’Amour, Steve Yadlowsky et al.*20 citations*
67. **[Graph Neural Networks with Adaptive Residual ↗](http://proceedings.neurips.cc/paper/2021/file/50abc3e730e36b387ca8e02c26dc0a22-Paper.pdf)**Xiaorui Liu, Jiayuan Ding, Wei Jin et al.*20 citations*
68. **[Memory-efficient Patch-based Inference for Tiny Deep Learning ↗](https://proceedings.neurips.cc/paper/2021/file/1371bccec2447b5aa6d96d2a540fb401-Paper.pdf)**Ji Lin, Wei-Ming Chen, Han Cai et al.*20 citations*
69. **[Contrastive Learning of Global and Local Video Representations ↗](https://papers.nips.cc/paper/2021/hash/38ef4b66cb25e92abe4d594acb841471-Abstract.html)**Shuang Ma, Zhaoyang Zeng, Daniel McDuff et al.*19 citations*
70. **[CorticalFlow: A Diffeomorphic Mesh Transformer Network for Cortical Surface Reconstruction ↗](https://openreview.net/forum?id=wD6GWHqLuhS)**Léo Lebrat, Rodrigo Santa Cruz, Frédéric de Gournay et al.*19 citations*
71. **[Encoding Spatial Distribution of Convolutional Features for Texture Representation ↗](https://openreview.net/pdf?id=KnN6mh23cSX)**Yong Xu, Feng Li, Zhile Chen et al.*19 citations*
72. **[Learning Transferable Features for Point Cloud Detection via 3D Contrastive Co-training ↗](https://proceedings.neurips.cc/paper/2021/file/b3b25a26a0828ea5d48d8f8aa0d6f9af-Paper.pdf)**Yihan Zeng, Chunwei Wang, Yunbo Wang et al.*19 citations*
73. **[Not All Low-Pass Filters are Robust in Graph Convolutional Networks ↗](https://openreview.net/pdf?id=bDdfxLQITtu)**Heng Chang, Yu Rong, Tingyang Xu et al.*19 citations*
74. **[NovelD: A Simple yet Effective Exploration Criterion ↗](https://proceedings.neurips.cc/paper/2021/file/d428d070622e0f4363fceae11f4a3576-Paper.pdf)**Tianjun Zhang, Huazhe Xu, Xiaolong Wang et al.*19 citations*
75. **[DominoSearch: Find layer-wise fine-grained N:M sparse schemes from dense neural networks ↗](https://papers.nips.cc/paper/2021/hash/ad68473a64305626a27c32a5408552d7-Abstract.html)**Wei Sun, Aojun Zhou, Sander Stuijk et al.*18 citations*
76. **[EDGE: Explaining Deep Reinforcement Learning Policies ↗](https://papers.nips.cc/paper/2021/hash/65c89f5a9501a04c073b354f03791b1f-Abstract.html)**Wenbo Guo, Xian Wu, Usmann Khan et al.*18 citations*
77. **[Fast Abductive Learning by Similarity-based Consistency Optimization ↗](https://papers.nips.cc/paper/2021/hash/df7e148cabfd9b608090fa5ee3348bfe-Abstract.html)**Yuxuan Huang, Wang-Zhou Dai, Le-Wen Cai et al.*18 citations*
78. **[Generalized and Discriminative Few-Shot Object Detection via SVD-Dictionary Enhancement ↗](https://openreview.net/pdf?id=Kr6jWI4PSRd)**Aming Wu, Suqi Zhao, Cheng Dan Deng et al.*18 citations*
79. **[Graph Differentiable Architecture Search with Structure Learning ↗](https://openreview.net/forum?id=kSv_AMdehh3)**Yijian Qin, Xin Wang, Zeyang Zhang et al.*18 citations*
80. **[Joint Semantic Mining for Weakly Supervised RGB-D Salient Object Detection ↗](https://openreview.net/pdf?id=mv-1sL8FMN5)**Jingjing Li, Wei Ji, Qi Bi et al.*18 citations*
81. **[Landmark-RxR: Solving Vision-and-Language Navigation with Fine-Grained Alignment Supervision ↗](https://papers.nips.cc/paper/2021/hash/0602940f23884f782058efac46f64b0f-Abstract.html)**Keji He, Yan Huang, Qi Wu et al.*18 citations*
82. **[Learning from Inside: Self-driven Siamese Sampling and Reasoning for Video Question Answering ↗](https://openreview.net/forum?id=BJP5LRpD09)**Weijiang Yu, Haoteng Zheng, Mengfei Li et al.*18 citations*
83. **[PolarStream: Streaming Object Detection and Segmentation with Polar Pillars ↗](https://dblp.uni-trier.de/db/journals/corr/corr2106.html#abs-2106-07545)**Qi Chen, Sourabh Vora, Oscar Beijbom*18 citations*
84. **[Recovering Latent Causal Factor for Generalization to Distributional Shifts ↗](http://proceedings.neurips.cc/paper/2021/file/8c6744c9d42ec2cb9e8885b54ff744d0-Paper.pdf)**Xinwei Sun, Botong Wu, Xiangyu Zheng et al.*18 citations*
85. **[Validation Free and Replication Robust Volume-based Data Valuation ↗](https://openreview.net/forum?id=YLzoHUlf_k)**Xinyi Xu, Zhaoxuan Wu, Chuan-Sheng Foo et al.*18 citations*
86. **[BNS: Building Network Structures Dynamically for Continual Learning ↗](https://openreview.net/forum?id=2ybxtABV2Og)**Qi Qin, Wenpeng Hu, Peng Han et al.*17 citations*
87. **[Container: Context Aggregation Networks ↗](http://proceedings.neurips.cc/paper/2021/file/9fe77ac7060e716f2d42631d156825c0-Paper.pdf)**Peng Fei Gao, Jiasen Lu, Hongsheng Li et al.*17 citations*
88. **[DRONE: Data-aware Low-rank Compression for Large NLP Models ↗](https://openreview.net/forum?id=sthiz9zeXGG)**Patrick M. Chen, Hsiang‐Fu Yu, Inderjit S. Dhillon et al.*17 citations*
89. **[Directed Graph Contrastive Learning ↗](https://proceedings.neurips.cc/paper/2021/file/a3048e47310d6efaa4b1eaf55227bc92-Paper.pdf)**Zekun Tong, Yuxuan Liang, Henghui Ding et al.*17 citations*
90. **[Explicable Reward Design for Reinforcement Learning Agents ↗](http://proceedings.neurips.cc/paper/2021/file/a7f0d2b95c60161b3f3c82f764b1d1c9-Paper.pdf)**Rati Devidze, Goran Radanović, Parameswaran Kamalaruban et al.*17 citations*
91. **[Leveraging SE(3) Equivariance for Self-supervised Category-Level Object Pose Estimation from Point Clouds ↗](https://papers.nips.cc/paper/2021/hash/81e74d678581a3bb7a720b019f4f1a93-Abstract.html)**Xiaolong Li, Yijia Weng, Li Yi et al.*17 citations*
92. **[Minimizing Polarization and Disagreement in Social Networks via Link Recommendation ↗](https://papers.nips.cc/paper/2021/hash/101951fe7ebe7bd8c77d14f75746b4bc-Abstract.html)**Liwang Zhu, Qi Bao, Zhongzhi Zhang*17 citations*
93. **[Predicting Molecular Conformation via Dynamic Graph Score Matching ↗](https://proceedings.neurips.cc/paper/2021/file/a45a1d12ee0fb7f1f872ab91da18f899-Paper.pdf)**Shitong Luo, Chence Shi, Minkai Xu et al.*17 citations*
94. **[Reinforcement Learning Benchmarks for Traffic Signal Control ↗](https://openreview.net/pdf?id=LqRSh6V0vR)**James Ault, Guni Sharon*17 citations*
95. **[Scallop: From Probabilistic Deductive Databases to Scalable Differentiable Reasoning ↗](https://openreview.net/forum?id=ngdcA1tlDvj)**Jiani Huang, Ziyang Li, Binghong Chen et al.*17 citations*
96. **[Deep Extended Hazard Models for Survival Analysis ↗](https://proceedings.neurips.cc/paper/2021/hash/7f6caf1f0ba788cd7953d817724c2b6e-Abstract.html)**Qixian Zhong, Jonas Mueller, Jane-Ling Wang*16 citations*
97. **[Knowledge-inspired 3D Scene Graph Prediction in Point Cloud ↗](https://papers.nips.cc/paper/2021/hash/9a555403384fc12f931656dea910e334-Abstract.html)**Shoulong Zhang, Shuai Li, Aimin Hao et al.*16 citations*
98. **[Mitigating Forgetting in Online Continual Learning with Neuron Calibration ↗](https://papers.nips.cc/paper/2021/hash/54ee290e80589a2a1225c338a71839f5-Abstract.html)**Haiyan Yin, Peng Yang, Ping Li*16 citations*
99. **[Representing Long-Range Context for Graph Neural Networks with Global Attention ↗](http://proceedings.neurips.cc/paper/2021/file/6e67691b60ed3e4a55935261314dd534-Paper.pdf)**Paras Jain, Zhanghao Wu, Matthew A. Wright et al.*16 citations*
100. **[Scatterbrain: Unifying Sparse and Low-rank Attention ↗](https://openreview.net/forum?id=SehIKudiIo1)**Beidi Chen, Tri Dao, Eric Winsor et al.*16 citations*

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