Andrei Cristian Nica

14 papers A* 2B 1Misc 1Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Incremental Sequence Classification with Temporal Consistency.
CoRR
Lucas Maystre, Gabriel Barello, Tudor Berariu, Aleix Cambray, Rares Dolga, Alvaro Ortega Gonzalez, Andrei Cristian Nica, David Barber
2025 J jnl
OXtal: An All-Atom Diffusion Model for Organic Crystal Structure Prediction.
CoRR
Emily Jin, Andrei Cristian Nica, Mikhail Galkin, Jarrid Rector-Brooks, Kin Long Kelvin Lee, Santiago Miret, Frances H. Arnold, Michael M. Bronstein, Avishek Joey Bose, Alexander Tong, Cheng-Hao Liu
2025 J jnl
On fine-tuning Boltz-2 for protein-protein affinity prediction.
CoRR
James King, Lewis Cornwall, Andrei Cristian Nica, James Day, Aaron Sim, Neil Dalchau, Lilly Wollman, Joshua Meyers
2025 J jnl
Toward Autonomous UI Exploration: The UIExplorer Benchmark.
CoRR
Andrei Cristian Nica, Akshaya Vishnu Kudlu Shanbhogue, Harshil Shah, Aleix Cambray, Tudor Berariu, Lucas Maystre, David Barber
2024 J jnl
Generative Active Learning for the Search of Small-molecule Protein Binders.
CoRR
Maksym Korablyov, Cheng-Hao Liu, Moksh Jain, Almer M. van der Sloot, Eric Jolicoeur, Edward Ruediger, Andrei Cristian Nica, Emmanuel Bengio, Kostiantyn Lapchevskyi, Daniel St-Cyr, Doris Alexandra Schuetz, Victor Ion Butoi, Jarrid Rector-Brooks, Simon Blackburn, Leo Feng, Hadi Nekoei, Sai Krishna Gottipati, Priyesh Vijayan, Prateek Gupta, Ladislav Rampásek, Sasikanth Avancha, Pierre-Luc Bacon, William L. Hamilton, Brooks Paige, Sanchit Misra, Stanislaw Kamil Jastrzebski, Bharat Kaul, Doina Precup, José Miguel Hernández-Lobato, Marwin H. S. Segler, Michael M. Bronstein, Anne Marinier, Mike Tyers, Yoshua Bengio
2024 A* conf
SE(3)-Stochastic Flow Matching for Protein Backbone Generation.
ICLR
Avishek Joey Bose, Tara Akhound-Sadegh, Guillaume Huguet, Kilian Fatras, Jarrid Rector-Brooks, Cheng-Hao Liu, Andrei Cristian Nica, Maksym Korablyov, Michael M. Bronstein, Alexander Tong
2023 A* conf
Learning GFlowNets From Partial Episodes For Improved Convergence And Stability.
ICML
Kanika Madan, Jarrid Rector-Brooks, Maksym Korablyov, Emmanuel Bengio, Moksh Jain, Andrei Cristian Nica, Tom Bosc, Yoshua Bengio, Nikolay Malkin
2023 — conf
Order from Chaos: Leveraging the Order in Time as Intrinsic Reward.
CSCS
Andrei Cristian Nica, Adina Magda Florea
2023 J jnl
SE(3)-Stochastic Flow Matching for Protein Backbone Generation.
CoRR
Avishek Joey Bose, Tara Akhound-Sadegh, Kilian Fatras, Guillaume Huguet, Jarrid Rector-Brooks, Cheng-Hao Liu, Andrei Cristian Nica, Maksym Korablyov, Michael M. Bronstein, Alexander Tong
2022 J jnl
Learning GFlowNets from partial episodes for improved convergence and stability.
CoRR
Kanika Madan, Jarrid Rector-Brooks, Maksym Korablyov, Emmanuel Bengio, Moksh Jain, Andrei Cristian Nica, Tom Bosc, Yoshua Bengio, Nikolay Malkin
2022 J jnl
The Paradox of Choice: Using Attention in Hierarchical Reinforcement Learning.
CoRR
Andrei Cristian Nica, Khimya Khetarpal, Doina Precup
2019 — conf
Collecting and Processing a Self-Driving Dataset in the UPB Campus.
CSCS
Andrei Cristian Nica, Mihai Trascau, Alexandru Andrei Rotaru, Constantin Andreescu, Alexandru Sorici, Adina Magda Florea, Vlad Bacue
2019 B conf
End-to-end models for self-driving cars on UPB campus roads.
ICCP
Andrei Mihalea, Robert Samoilescu, Andrei Cristian Nica, Mihai Trascau, Alexandru Sorici, Adina Magda Florea
2017 Misc conf
Learning to Maximize Return in a Stag Hunt Collaborative Scenario through Deep Reinforcement Learning.
SYNASC
Andrei Cristian Nica, Tudor Berariu, Florin Gogianu, Adina Magda Florea