Panel
Featured Papers Panels 5A
Moderators: Nathan Kallus ⋅ Alan Amin ⋅ Geoff Pleiss ⋅ Yutian Chen
Each panel session is split into four 30-minute blocks composed of a set of lightning talks and a deep dive session related to similar topics. The deep dive will begin immediately after lightning talks and the related Q&A (it might be before the 15 min are over). We will not take any questions via microphone but ask you to use slido (see embedding below or go to https://slido.com and use keyword #neurips22). If you are a presenter or moderator, you should see a zoom link that you can use to join the session for Q&A.
Finally some important don'ts: DO NOT share any zoom or slido information publicly. DO NOT join zoom if you are not presenting or moderating.
Lightning Talks 5A-1
Yao Mu ⋅ Jin Zhang ⋅ Haoyi Niu ⋅ Rui Yang ⋅ Mingdong Wu ⋅ Ze Gong ⋅ shubham sharma ⋅ Chenjia Bai ⋅ Yu ("Tony") Zhang ⋅ Siyuan Li ⋅ Yuzheng Zhuang ⋅ Fangwei Zhong ⋅ Yiwen Qiu ⋅ Xiaoteng Ma ⋅ Fei Ni ⋅ Yulong Xia ⋅ Chongjie Zhang ⋅ Hao Dong ⋅ Ming Li ⋅ Zhaoran Wang ⋅ Bin Wang ⋅ Chongjie Zhang ⋅ Jianyu Chen ⋅ Guyue Zhou ⋅ Lei Han ⋅ Jianming HU ⋅ Jianye Hao ⋅ Xianyuan Zhan ⋅ Ping Luo
- [ 65116 ] DOMINO: Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement Learning
- [ 65117 ] Explicable Policy Search
- [ 65120 ] CUP: Critic-Guided Policy Reuse
- [ 65121 ] TarGF: Learning Target Gradient Field for Object Rearrangement
- [ 65122 ] RORL: Robust Offline Reinforcement Learning via Conservative Smoothing
- [ 65123 ] When to Trust Your Simulator: Dynamics-Aware Hybrid Offline-and-Online Reinforcement Learning
Q&A on RocketChat immediately following Lightning Talks
Panel 5A-1: Precise Regret Bounds… & Bayesian inference via…
Naitong Chen ⋅ Changlong Wu
Lightning Talks 5A-2
Qiang LI ⋅ Zhiwei Xu ⋅ Jiaqi Yang ⋅ Thai Hung Le ⋅ Haoxuan Qu ⋅ Yang Li ⋅ Artyom Sorokin ⋅ Peirong Zhang ⋅ Mira Finkelstein ⋅ Nitsan levy ⋅ Chung-Yiu Yau ⋅ dapeng li ⋅ Thommen Karimpanal George ⋅ De-Chuan Zhan ⋅ Nazar Buzun ⋅ Jiajia Jiang ⋅ Li Xu ⋅ Yichuan Mo ⋅ Yujun Cai ⋅ Yuliang Liu ⋅ Leonid Pugachev ⋅ Bin Zhang ⋅ Lucy Liu ⋅ Hoi-To Wai ⋅ Liangliang Shi ⋅ Majid Abdolshah ⋅ Yoav Kolumbus ⋅ Lin Geng Foo ⋅ Junchi Yan ⋅ Mikhail Burtsev ⋅ Lianwen Jin ⋅ Yuan Zhan ⋅ Dung Nguyen ⋅ David Parkes ⋅ Yunpeng Baiia ⋅ Jun Liu ⋅ Kien Do ⋅ Guoliang Fan ⋅ Jeffrey S Rosenschein ⋅ Sunil Gupta ⋅ Sarah Keren ⋅ Svetha Venkatesh
- [ 65125 ] Generalized Delayed Feedback Model with Post-Click Information in Recommender Systems
- [ 65126 ] Learning to Constrain Policy Optimization with Virtual Trust Region
- [ 65127 ] Improving Generative Adversarial Networks via Adversarial Learning in Latent Space
- [ 65128 ] Heatmap Distribution Matching for Human Pose Estimation
- [ 65129 ] Explainable Reinforcement Learning via Model Transforms
- [ 65131 ] Multi-agent Performative Prediction with Greedy Deployment and Consensus Seeking Agents
- [ 65132 ] Mingling Foresight with Imagination: Model-Based Cooperative Multi-Agent Reinforcement Learning
- [ 65133 ] Explain My Surprise: Learning Efficient Long-Term Memory by predicting uncertain outcomes
- [ 65135 ] MSDS: A Large-Scale Chinese Signature and Token Digit String Dataset for Handwriting Verification
Q&A on RocketChat immediately following Lightning Talks
Panel 5A-2: Causal Identification under… & Markovian Interference in…
Andrew Zheng ⋅ Amin Jaber
Lightning Talks 5A-3
Minting Pan ⋅ Xiang Chen ⋅ Wenhan Huang ⋅ Can Chang ⋅ Zhecheng Yuan ⋅ Jianzhun Shao ⋅ Yushi Cao ⋅ Peihao Chen ⋅ Ke Xue ⋅ Zhengrong Xue ⋅ Zhiqiang Lou ⋅ Xiangming Zhu ⋅ Lei Li ⋅ Zhiming Li ⋅ Kai Li ⋅ Jiacheng Xu ⋅ Dongyu Ji ⋅ Ni Mu ⋅ Kun Shao ⋅ Tianpei Yang ⋅ Kunyang Lin ⋅ Ningyu Zhang ⋅ Yunbo Wang ⋅ Lei Yuan ⋅ Bo Yuan ⋅ Hongchang Zhang ⋅ Jiajun Wu ⋅ Tianze Zhou ⋅ Xueqian Wang ⋅ Ling Pan ⋅ Yuhang Jiang ⋅ Xiaokang Yang ⋅ Xiaozhuan Liang ⋅ Hao Zhang ⋅ Weiwen Hu ⋅ Miqing Li ⋅ YAN ZHENG ⋅ Matthew Taylor ⋅ Huazhe Xu ⋅ Shumin Deng ⋅ Chao Qian ⋅ YI WU ⋅ Shuncheng He ⋅ Wenbing Huang ⋅ Chuanqi Tan ⋅ Zongzhang Zhang ⋅ Yang Gao ⋅ Jun Luo ⋅ Yi Li ⋅ Xiangyang Ji ⋅ Thomas Li ⋅ Mingkui Tan ⋅ Fei Huang ⋅ Yang Yu ⋅ Huazhe Xu ⋅ Dongge Wang ⋅ Jianye Hao ⋅ Chuang Gan ⋅ Yang Liu ⋅ Luo Si ⋅ Hangyu Mao ⋅ Huajun Chen ⋅ Jianye Hao ⋅ Jun Wang ⋅ Xiaotie Deng
- [ 65158 ] E-MAPP: Efficient Multi-Agent Reinforcement Learning with Parallel Program Guidance
- [ 65159 ] Self-Organized Group for Cooperative Multi-agent Reinforcement Learning
- [ 65160 ] GALOIS: Boosting Deep Reinforcement Learning via Generalizable Logic Synthesis
- [ 65162 ] Multiagent Q-learning with Sub-Team Coordination
- [ 65163 ] Pre-Trained Image Encoder for Generalizable Visual Reinforcement Learning
- [ 65164 ] Multi-agent Dynamic Algorithm Configuration
- [ 65165 ] Iso-Dream: Isolating Noncontrollable Visual Dynamics in World Models
- [ 65166 ] Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning
- [ 65167 ] Learning Active Camera for Multi-Object Navigation
Q&A on RocketChat immediately following Lightning Talks
Panel 5A-3: Active Surrogate Estimators:… & DaDA: Distortion-aware Domain…
Jannik Kossen ⋅ Sujin Jang
Lightning Talks 5A-4
Yangrui Chen ⋅ Zhiyang Chen ⋅ Liang Zhang ⋅ Hanqing Wang ⋅ Jiaqi Han ⋅ Shuchen Wu ⋅ shaohui peng ⋅ Ganqu Cui ⋅ Yoav Kolumbus ⋅ Noemi Elteto ⋅ Xing Hu ⋅ Anwen Hu ⋅ Wei Liang ⋅ Cong Xie ⋅ Lifan Yuan ⋅ Noam Nisan ⋅ Wenbing Huang ⋅ Yousong Zhu ⋅ Ishita Dasgupta ⋅ Luc V Gool ⋅ Tingyang Xu ⋅ Rui Zhang ⋅ Qin Jin ⋅ Zhaowen Li ⋅ Meng Ma ⋅ Bingxiang He ⋅ Yangyi Chen ⋅ Juncheng Gu ⋅ Wenguan Wang ⋅ Ke Tang ⋅ Yu Rong ⋅ Eric Schulz ⋅ Fan Yang ⋅ Wei Li ⋅ Zhiyuan Liu ⋅ Jiaming Guo ⋅ Yanghua Peng ⋅ Haibin Lin ⋅ Haixin Wang ⋅ Qi Yi ⋅ Maosong Sun ⋅ Ruizhi Chen ⋅ Chuan Wu ⋅ Chaoyang Zhao ⋅ Yibo Zhu ⋅ Liwei Wu ⋅ xishan zhang ⋅ Zidong Du ⋅ Rui Zhao ⋅ Jinqiao Wang ⋅ Ling Li ⋅ Qi Guo ⋅ Ming Tang ⋅ Yunji Chen
- [ 65169 ] Towards Versatile Embodied Navigation
- [ 65172 ] Equivariant Graph Hierarchy-Based Neural Networks
- [ 65173 ] Causality-driven Hierarchical Structure Discovery for Reinforcement Learning
- [ 65174 ] Multi-Lingual Acquisition on Multimodal Pre-training for Cross-modal Retrieval
- [ 65175 ] Obj2Seq: Formatting Objects as Sequences with Class Prompt for Visual Tasks
- [ 65176 ] SAPipe: Staleness-Aware Pipeline for Data Parallel DNN Training
- [ 65177 ] Learning Structure from the Ground up---Hierarchical Representation Learning by Chunking
- [ 65178 ] How and Why to Manipulate Your Own Agent: On the Incentives of Users of Learning Agents
- [ 65179 ] A Unified Evaluation of Textual Backdoor Learning: Frameworks and Benchmarks
Q&A on RocketChat immediately following Lightning Talks
Panel 5A-4: Uni[MASK]: Unified Inference… & Model-Based Offline Reinforcement…
Kaiyang Guo ⋅ Micah Carroll