KDD Ph.D. Reading Group

	A	B	C	D	E	F	G	H	I	J	K	L	M	Q	R	S	T	U	V	W	X	Y	Z
1		Farrukh Ali	Jahid Chowdhury Choton	William H. Hsu	Robert Stewart	Yihong Theis	Timothy Tucker	Ahsan Zaidi	Patrick Stingley	Undergrads?	Huichen Yang	Staff?	Outside members?	Alumni Divider	Luis Bobadilla	Laurie Greenwold	Majed Alsadhan	Deepti Lamba	Lei Luo	Adedolapo Okanlawon	Avishek Bose	Ademola Okerinde	George Lavezzi

2	Paper1	History Compression via Language Models in Reinforcement Learning Farrukh	MANIQA: Multi-Dimension Attention Network for No-Reference Image Quality Assessment	[2304.01203] Optimal Goal-Reaching Reinforcement Learning via Quasimetric Learning	Learning an Inverse Rig Mapping for Character Animation	Prompting Multilingual Large Language Models to Generate Code-Mixed Texts: The Case of South East Asian Languages	A Local Explainability Technique for Graph Neural Topic Models	ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation	Towards Complex Ontology Alignment using Large Language Models		Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning				A review on feature extraction techniques in Content Based Image Retrieval	Moral Machines	Classiﬁcation of motor vehicle crash injury severity: A hybrid approach for imbalanced data	Investigating injury severity risk factors in automobile crashes with predictive analytics and sensitivity analysis methods	1. You Only Look Once: Unified, Real-Time Object Detection & YOLOv3: An Incremental Improvement 2. Human Motion Generation via Cross-Space Constrained Sampling	Hybrid Reward Architecture for Reinforcement Learning	Iterative Set Expansion of Named Entities Using the Web	Progressive Growing of GANs for Improved Quality, Stability, and Variation	Convolutional Neural Network-Based Robot Navigation Using Uncalibrated Spherical Images
3	Author1		Sidi Yang, Tianhe Wu, Shuwei Shi, Shanshan Lao, Yuan Gong, Mingdeng Cao, Jiahao Wang, Yujiu Yang	Tongzhou Wang, Antonio Torralba, Phillip Isola, Amy Zhang		Zheng-Xin Yong	Bharathwajan Rajendran, Chandran G. Vidya, J. Sanil	Yufei Xu, Jing Zhang, Qiming Zhang, Dacheng Tao	Reihaneh Amini, Sanaz Saki Norouzi, Pascal Hitzler, and Reza Amini									Dursun Delena, Leman Tomak, Kazim Topuz, Enes Eryarsoy					Ran,Yang,Yang, Zang
4	Publication Source1	ICML 2022	CVPR 2022			Proceedings of the 6th Computational Approaches Linguistic Code-Switching	Springer	NeurIPS 2022)	arxiv									Journal of Transport & Health					Sensors 2017
5	URL1	https://arxiv.org/abs/2205.12258	https://openaccess.thecvf.com/content/CVPR2022W/NTIRE/papers/Yang_MANIQA_Multi-Dimension_Attention_Network_for_No-Reference_Image_Quality_Assessment_CVPRW_2022_paper.pdf	https://arxiv.org/abs/2304.01203n	http://www.ipab.inf.ed.ac.uk/cgvu/rigmapping.pdf	https://arxiv.org/abs/2303.13592#aHR0cDovL2FyeGl2Lm9yZy9wZGYvMjMwMy4xMzU5MkBAQDA=	https://link.springer.com/article/10.1007/s44230-023-00058-8#citeas	https://arxiv.org/abs/2204.12484	https://arxiv.org/pdf/2404.10329v1		https://arxiv.org/pdf/1603.07954.pdf				https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7566544			https://reader.elsevier.com/reader/sd/pii/S2214140516302389?token=55DD2B6049B0F041CBC161CA1EFCAC86CADFDCAA26D2B42BD3A49A2FD7A9A2033F4788D384F1C562D7635FA94E538BB7	https://arxiv.org/pdf/1506.02640.pdf https://pjreddie.com/media/files/papers/YOLOv3.pdf https://www.ijcai.org/proceedings/2018/0105.pdf	https://arxiv.org/pdf/1706.04208.pdf	http://www.rcwang.com/papers/icdm-2008.pdf		https://www.mdpi.com/1424-8220/17/6/1341
6	Paper2	DeepTerramechanics: Terrain Classification and Slip Estimation for Ground Robots via Deep Learning	Hallucinated-IQA: No-Reference Image Quality Assessment via Adversarial Learning	ST	Deep Robust Kalman Filter	Towards Real-World Streaming Speech Translation for Code-Switched Speech	Theory of Mind for Multi-Agent Collaboration via Large Language Models	A human activity recognition method based onVision Transformer	Survey of Vector Database Management Systems		Please add - WHH				Local higher-Order Graph Clustering	[Comp Law]	Please add - WHH	Few-shot charge prediction with discriminative legal attributes	DATA AUGMENTATION GENERATIVE ADVERSARIAL NETWORKS	Resource Mangement with Deep Reinforcement Learning	[Property graph feature analysis in ML: cold start, metawalks]	Dynamic Routing Between Capsules	Please add - WHH
7	Author2		Kwan-Yee Lin, Guanxiang Wang		Shirli Di-Castro Shashua and Shie Mannor	Belen Alastruey, Matthias Sperber, Christian Gollan, Dominic Telaar, Tim Ng, Aashish Agarwal	Huao Li , Yu Quan Chong , Simon Stepputtis, Joseph Campbell, Dana Hughes, Michael Lewis, Katia Sycara	Huiyan Han, Hongwei Zeng, Liqun Kuang, Xie Han & Hongxin Xue	James Jie Pan · Jianguo Wang · Guoliang Li		CNN-based text classification				Hao Yin			Zikun Hu, Xiang Li, Cunchao Tu, Zhiyuan Liu, Maosong Sun		Hongzi Mao, Mohammed Alizadeh, Ishai Menache, Srikanth Kandula
8	Publication Source2	Not Published (Only available on Arxiv)	CVPR 2018		2017	Proceedings of the 6th Computational Approaches Linguistic Code-Switching	EMNLP	Nature-Scientific reports	arxiv - preprint						KDD 2018			COLING 2018	Antreas Antoniou, Amos Storkey, Harrison Edwards	HotNets, 50-56
9	URL2	https://arxiv.org/abs/1806.07379	https://openaccess.thecvf.com/content_cvpr_2018/papers/Lin_Hallucinated-IQA_No-Reference_Image_CVPR_2018_paper.pdf		https://arxiv.org/pdf/1703.02310.pdf	https://aclanthology.org/2023.calcs-1.2/	https://aclanthology.org/2023.emnlp-main.13/	https://www.nature.com/articles/s41598-024-65850-3	https://arxiv.org/pdf/2310.14021						https://cs.stanford.edu/~jure/pubs/mappr-kdd17.pdf			https://www.aclweb.org/anthology/C18-1041	https://arxiv.org/pdf/1711.04340.pdf	https://people.csail.mit.edu/alizadeh/papers/deeprm-hotnets16.pdf
10	Paper3	Reinforcement Learning for Improving Agent Design	RankIQA: Learning From Rankings for No-Reference Image Quality Assessment	Low-rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition	Predicting Animation Skeletons for 3D Articulated Models via Volumetric Nets	TOWARDS ZERO-SHOT CODE-SWITCHED SPEECH RECOGNITION	Saliency Map Verbalizztion: Comparing Feature Importance Representations from Model-free and Instruction-based Methods	Skill Reinforcement Learning and Planning for Open-World Long-Horizon Tasks			Please add - WHH				Graph Classification using Structural Attention		Please add - WHH	Improving neural question generation using answer separation.	Please add - WHH	Measuring the Reliability of Reinforcement Learning Algorithms	Please add - WHH	M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network \| [AAAI' 19]	Please add - WHH
11	Author3	David Ha	Xialei Liu, Joost van de Weijer, Andrew D. Bagdanov		Zhan Xu, Yang Zhou, Evangelos Kalogerakis, Karan Singh	Brian Yan, Matthew Wiesner, Ondˇrej Klejch, Preethi Jyothi, Shinji Watanabe	Nils Feldhus, Leonhard Hennig, Maximilian Dustin Nasert, Christopher Eber, Robert Schwarzenberg, Sebastian Möller	Haoqi Yuan, Chi Zhang, Hongcheng Wang, Feiyang Xie, Penglin Cai, Hao Dong, Zongqing Lu							John Lee			Yanghoon Kim, Hwanhee Lee, Joongbo Shin, Kyomin Jung		Stephanie C.Y. Chan, Samuel Fishman, John Canny, Anoop Korattikara, Sergio Guadarrama
12	Publication Source3	NeurIPS 2018 Deep Reinforcement Learning Workshop. Published in Artificial Life journal	ICCV 2017		2019 International Conference on 3D Vision (3DV)	ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)	ACL 2023	NeurIPS 2023 Workshop: Foundation Models for Decision Making							KDD 2018			AAAI 2019		ICLR 2020
13	URL3	https://arxiv.org/abs/1810.03779	https://openaccess.thecvf.com/content_ICCV_2017/papers/Liu_RankIQA_Learning_From_ICCV_2017_paper.pdf	https://paperswithcode.com/paper/low-rank-adaptation-of-large-language-model	https://arxiv.org/pdf/1908.08506.pdf	https://www.research.ed.ac.uk/files/386836606/Towards_Zero_Shot_YAN_DOA15022023_AFV_CC_BY.pdf	https://arxiv.org/abs/2210.07222	https://arxiv.org/abs/2303.16563							http://delivery.acm.org/10.1145/3220000/3219980/p1666-lee.pdf?ip=129.130.10.211&id=3219980&acc=OPENTOC&key=B63ACEF81C6334F5%2E4E35D685407F209B%2E4D4702B0C3E38B35%2E054E54E275136550&__acm__=1549569728_763f95eea6cbee5f49568d6f1059bb9d			https://www.aaai.org/ojs/index.php/AAAI/article/download/4629/4507		https://arxiv.org/pdf/1912.05663.pdf
14	Paper4	Jointly Learning to Construct and Control Agents using Deep Reinforcement Learning	MetaIQA: Deep Meta-Learning for No-Reference Image Quality Assessment	CV: XAI with IQA/VQA (preferably ViT)	Visual SLAM for Automated Driving:Exploring the Applications of Deep Learning	Code-Switching Speech Synthesis Based on Self-Supervised Learning and Domain Adaptive Speaker Encoder		Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks									Please add - WHH	Improving Question Generation with Sentence-level Semantic Matching and Answer Position Inferring	Please add - WHH	Please add - WHH	Inductive Representation Learning on Large Graphs	[RefineDet] Single-Shot Refinement Neural Network for Object Detection \| [CVPR' 18] \|	Please add - WHH
15	Author4	Charles Schaff, David Yunis, Ayan Chakrabarti, Matthew R. Walter	Hancheng Zhu, Leida Li, Jinjian Wu, Weisheng Dong, Guangming Shi		Milz, S., Arbeiter, G., Witt, C., Abdallah, B., & Yogamani, S.	Yi Xing Lin, Cheng Hsun Pai, Phuong Thi Le, Bima Prihasto, Chien Ling Huang, Jia Ching Wang		Patrick Lewis, Ethan Perez, Aleksandra Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich Küttler, Mike Lewis, Wen-tau Yih, Tim Rocktäschel, Sebastian Riedel, Douwe Kiela										Xiyao Ma; Qile Zhu; Yanlin Zhou; Xiaolin Li
16	Publication Source4	ICRA 2019	CVPR 2020		CVPR 2018	ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, Proceedings		Neurips 2020										AAAI 2020
17	URL4	https://arxiv.org/abs/1801.01432	https://openaccess.thecvf.com/content_CVPR_2020/papers/Zhu_MetaIQA_Deep_Meta-Learning_for_No-Reference_Image_Quality_Assessment_CVPR_2020_paper.pdf		https://openaccess.thecvf.com/content_cvpr_2018_workshops/papers/w9/Milz_Visual_SLAM_for_CVPR_2018_paper.pdf	https://scholars.ncu.edu.tw/en/publications/code-switching-speech-synthesis-based-on-self-supervised-learning		https://arxiv.org/abs/2005.11401										https://arxiv.org/pdf/1912.00879.pdf
18	Paper5	Please add - WHH	PIPAL: A Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration	RL: XRL for Data Augmentation (preferably IRL/Apprenticeship)	Modeling 3D Shapes by Reinforcement Learning	Attention-Guided Adaptation for Code-Switching Speech Recognition		[RL4CV]									Please add - WHH	Unsupervised Question Decomposition for Question Answering	Please add - WHH	Please add - WHH	Masked Graph Convolutional Network	[YOLO v3] YOLOv3: An Incremental Improvement \| [arXiv' 18]	Please add - WHH
19	Author5		Gu Jinjin		Cheng Lin, Tingxiang Fan, Wenping Wang, and Matthias Nießner	Bobbi Aditya, Mahdin Rohmatillah, Liang-Hsuan Tai, Jen-Tzung Chien												Ethan Perez, Patrick Lewis, Wen-tau Yih, Kyunghyun Cho, Douwe Kiela
20	Publication Source5		ECCV 2020		ECCV 2020	ICASSP 2024												International Conference on Machine Learning 2020
21	URL5		https://link.springer.com/content/pdf/10.1007/978-3-030-58621-8.pdf		https://link.springer.com/chapter/10.1007/978-3-030-58607-2_32	https://arxiv.org/abs/2312.08856												https://rcqa-ws.github.io/papers/paper9.pdf
22	Paper6		MANIQA: Multi-Dimension Attention Network for No-Reference Image Quality Assessment	OA: Fair Evac	A2-RL: Aesthetics Aware Reinforcement Learning for Image Cropping	MERLIon CCS Challenge: A English-Mandarin code-switching child-directed speech corpus for language identification and diarization		[Current RL topic]										How to Ask Better Questions?A Large-Scale Multi-Domain Dataset for Rewriting Ill-Formed Questions				[Cascade RetinaNet] Cascade RetinaNet: Maintaining Consistency for Single-Stage Object Detection
23	Author6		Sidi Yang, Tianhe Wu, Shuwei Shi, Shanshan Lao, Yuan Gong, Mingdeng Cao, Jiahao Wang, Yujiu Yang		Debang Li, Huikai Wu, Junge Zhang, Kaiqi Huang	Victoria Y. H. Chua, Hexin Liu, Leibny Paola Garcia, Fei Ting Woon, Jinyi Wong, Xiangyu Zhang, Sanjeev Khudanpur, Andy W. H. Khong, Justin Dauwels, Suzy J. Styles		https://arxiv.org/abs/1906.12340										Zewei Chu,Mingda Chen, Jing Chen, Miaosen Wang, Kevin Gimpel, Manaal Faruqui, Xiance Si
24	Publication Source6		CVPR 2022		CVPR 2018	interspeech 2023		https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9857345										AAAI 2020
25	URL6		https://openaccess.thecvf.com/content/CVPR2022W/NTIRE/papers/Yang_MANIQA_Multi-Dimension_Attention_Network_for_No-Reference_Image_Quality_Assessment_CVPRW_2022_paper.pdf		https://openaccess.thecvf.com/content_cvpr_2018/html/Li_A2-RL_Aesthetics_Aware_CVPR_2018_paper.html	https://www.isca-archive.org/interspeech_2023/chua23_interspeech.html		https://arxiv.org/abs/2103.15691										https://arxiv.org/pdf/1911.09247.pdf
26			Text2Video-Zero: Text-to-Image Diffusion Models are Zero-Shot Video Generators	Chestx-ray8: Hospital-scale chest x-ray database and benchmarks on weakly-supervised classification and localization of common thorax diseases
27		AAMAS PAAMS	Levon Khachatryan	Xiaosong Wang, Yifan Peng, Le Lu, Zhiyong Lu, Mohammadhadi Bagheri, Ronald M. Summers																		Please add from:
28		ICML	ICCV 2023	CVPR 2017 [Vision]																		ICLR
29		NeurIPS	https://openaccess.thecvf.com/content/ICCV2023/papers/Khachatryan_Text2Video-Zero_Text-to-Image_Diffusion_Models_are_Zero-Shot_Video_Generators_ICCV_2023_paper.pdf	http://openaccess.thecvf.com/content_cvpr_2017/html/Wang_ChestX-ray8_Hospital-Scale_Chest_CVPR_2017_paper.html																		NeurIPS
30		ICLR (Deep RL) IROS (bottom) ICLR/RSS (Leave out)		Coherent citation-based summarization of scientific papers																		CVPR
31				Amjad Abu-Jbara, Dragomir Radev																		ICML
32				HLT 2011 [NLP]																		AAAI
33				https://dl.acm.org/citation.cfm?id=2002536
34				A multi-agent system with reinforcement learning agents for biomedical text mining
35				Michael Camara, Oliver Bonham-Carter, Janyl Jumadinova
36				BCB 2015: 6th ACM Conference on Bioinformatics, Computational Biology and Health Informatics [Agents/RL]
37				https://dl.acm.org/doi/abs/10.1145/2808719.2812596
38				ML/KDD, UMAP/IUI, Cognitive Services
39
40
41
42				Maximum Entropy Inverse Reinforcement Learning
43				Ziebart et al.
44
45
46				Anomaly Detection: GANs
47
48
49
50				Network science
51
52				Exploring the Political Agenda of the European Parliament Using a Dynamic Topic Modeling Approach \| Papers With Code
53				https://doi.org/10.1145/3507900
54				https://proceedings.mlr.press/v124/tomasi20a.html
55				[1909.08593] Fine-Tuning Language Models from Human Preferences
56				[2203.02155] Training language models to follow instructions with human feedback
57
58				UNIQUE: Unsupervised Image Quality Estimation \| Papers With Code
59				Attentions Help CNNs See Better: Attention-based Hybrid Image Quality Assessment Network \| Papers With Code
60				A Deep Learning based No-reference Quality Assessment Model for UGC Videos [MM 2022]
61				[2303.09290] VDPVE: VQA Dataset for Perceptual Video Enhancement
62
63
64				DRAS: Deep Reinforcement Learning for Cluster Scheduling in High Performance Computing
65				https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9894371
66
67
68
69
70				OA, ST, NL, CV, RL
71				OA: HPC optimization using ML (besides RL), algorithmic fairness
72				ST: information trust and LLM grounding (in code gen)
73				NL: LLM prompt optmization - RAG, CoT prompting, prompt tuning, LoRA
74				CV:
75				RL:
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100