The 2nd International Joint Conference on Learning & Reasoning (IJCLR) will be held in Cumberland Lodge, Windsor Great Park, United Kingdom, 28-30 September 2022.
The rapid progress in machine learning has been the primary reason for a fresh look in the transormative potential of AI as a whole during the past decade. A crucial milestone for taking full advantage of this potential is the endowment of algorithms that learn from experience with the ability to consult existing knowledge and reason with what has already been learned. Integrating learning and reasoning constitutes one of the key open questions in AI, and holds the potential of addressing many of the shortcomings of contemporary AI approaches, including the black-box nature and the brittleness of deep learning, and the difficulty to adapt knowledge representation models in the light of new data. Integrating learning and reasoning calls for approaches that combine knowledge representation and machine reasoning techniques with learning algorithms from the fields of neural, statistical and relational learning.
Four international conferences and workshops addressing such research topics join forces in the 2nd International Conference on Learning & Reasoning (IJCLR 2022):
- The 31st International Conference on Inductive Logic Programming (ILP) The ILP conference series has been the premier forum for work on logic-based approaches to learning for three decades. Originally focusing on the induction of logic programs, over the years it has expanded its research horizon to other forms of relational learning and to probabilistic approaches.
- The 16th International Workshop on Neural-Symbolic Learning and Reasoning (NeSy) The NeSy workshop series is the longest standing gathering for the presentation and discussion of cutting edge research in neurosymbolic AI. NeSy is the yearly meeting of the Neural-Symbolic Learning and Reasoning Association.
- The 11th International Workshop on Approaches and Applications of Inductive Programming (AAIP) The AAIP workshop series focuses on learning executable programs in arbitrary programming languages, from incomplete specifications. e.g. from examples of their input/output behaviour.
- The 3rd International Workshop on Human-Like Computing (HLC)
HLC research aims to endow machines with
human-like perceptual, reasoning and learning abilities which support
collaboration and communication with human beings. The workshop aim is to
bring together leading experts in AI and Cognitive Science to investigate
areas of fruitful interaction in which human co-operative and communicative
skills can be studied and modelled computationally.
IJCLR aims at bringing together researchers and practitioners
working on various aspects of learning & reasoning, via presentation of
cutting-edge research on topics of special interest to the participating
conferences/workshops. In addition to each of the four events' individual
programs, which will be held in parallel, IJCLR aims to promote collaboration
and cross-fertilization between different approaches and methodologies to
integrating learning & reasoning, via joint plenary keynotes/invited talks, panel discussions
and poster sessions.
Call for Papers
IJCLR’s journal track, the special issue on Learning and Reasoning supported by the Machine Learning Journal (MLJ), is accepting paper submissions on regular cut-off dates since February 2020. Submissions are solicited on all aspects of Learning and Reasoning and topics where machine learning is combined with machine reasoning or knowledge representation. Papers are published online by MLJ upon acceptance and authors of accepted papers are invited to present their work at the conference.
See the Important Dates page for the Journal Track cut-off dates.
Each conference/workshop participating in IJCLR will be soliciting paper submissions on the topics of its interest. Accepted papers will be presented at IJCLR. Additionally, IJCLR features a general “Conference Track” where authors are invited to submit work that is relevant to the conference but does not necessarily fall within the purview of a particular workshop (ILP, NeSy, AAIP, HLC).
See the Important Dates page for the Conference Track cut-off dates.
Recently Published Papers Track
IJCLR solicits submissions of high-quality papers on combining learning and reasoning that have been recently published, or accepted for publication, by a first-class conference such as ECML/PKDD, ICML, KDD, ICDM, AAAI, IJCAI, etc., or journal such as MLJ, DMKD, JMLR etc. Papers will be accepted on the grounds of relevance and quality of the original publication venue. Accepted papers will be presented at IJCLR.
See the Important Dates page for the Recently Published Papers cut-off dates.Please visit the Call for Papers page for more information and guidelines on paper submissions to the IJCLR tracks.
Cumberland Lodge, Windsor Great Park, United Kingdom
- [29/04/2022] The 1st May cut-off date for the journal track has been
extended until 1st Jun 2022.
- [15/01/2022] New cut-off dates for the journal track: 1st Feb, 1st May and
1st Aug 2022.
- [01/10/2021] The conference website was launched.
Please visit the Important Dates page for more information on the IJCLR important dates.