Robotics Seminar @ Illinois

UPCOMING SEMINAR

Physics as the Backbone of Dexterity: Scalable Contact Simulation, Contact-Aware Control, and Physics-Grounded Learning

 

Friday, March 13, 2026
2:00pm Central Time

Speaker: Waxin Jin (ASU)

Live Zoom Event

Dexterous manipulation is fundamentally governed by physical contact. Rather than relying solely on larger datasets and end-to-end policies, I argue that contact-rich robot dexterity can be tackled more effectively by explicitly leveraging contact structure: where to interact, how contact evolves, and how motion unfolds under contact dynamics. In this talk, I will present a physics-grounded view of robotic dexterity spanning contact simulation, control, world model learning, and human feedback. I will first introduce complementarity-free analytical contact modeling and simulation, which enable closed-form contact resolution, differentiability, and real-time (100 Hz) contact-implicit MPC for dexterous manipulation. Building on this foundation, I will present ComFree-Sim, a GPU-parallel analytical contact physics engine that achieves linear runtime scaling with contact density and significantly improves throughput in dense contact-rich simulation and control. I will then present a contact-interfaced hierarchical framework for geometry-aware long-horizon dexterous manipulation, which decomposes the problem into contact-intention learning and robust contact execution. This structure enables data-efficient learning, robust performance, and zero-shot sim-to-real transfer. Next, I will discuss contact-aware world model learning, a differentiable vision-to-physics pipeline from sparse, contact-rich videos that unifies rendering and contact physics priors. Finally, I will briefly describe our recent work on robust learning from human feedback, including robust reward alignment and direct fine-tuning of diffusion policies under corrupted feedback.

Wanxin Jin is an Assistant Professor in the School for Engineering of Matter, Transport and Energy at Arizona State University. His research lies at the intersection of robotics, control, and machine learning, with a focus on contact-rich dexterous manipulation, physics-grounded robot learning, and human-centered autonomy. Prior to joining ASU in 2023, he was a postdoctoral researcher at the GRASP Laboratory at the University of Pennsylvania. He received his Ph.D. in Aeronautics and Astronautics from Purdue University in 2021. His work has appeared in leading robotics and machine learning venues, including T-RO, IJRR, RSS, ICRA, ICML, and NeurIPS. He is an Associate Editor for IEEE Robotics and Automation Letters (RA-L)

The Illinois Robotics Group is proud to host the Robotics Seminar @ Illinois series.  These seminars provide a diverse lineup of speakers reflecting the interdisciplinary nature of the field of robotics.

We are hosting speakers conducting research in the field of robotics.  The talks are given by both professors and students each week, with occasional demonstrations afterwards in the Center for Autonomy Labs housed in the CSL Studio.

Talks are held at 2:00pm CT on Friday’s virtually through Zoom, with some in-person talks viewed in the CSL Studio, 1206 W. Clark Street, Urbana. Talks are held in the conference room (1232), which is just west of the Center for Autonomy Lab facilities.

Please Feel Free to Recommend Speakers for Future Talks

If you have suggestions or questions about the Robotics Seminar @ Illinois series, please feel free to contact John M. Hart, Manager & Coordinator of the Center for Autonomy (CfA) Shared Robotics Laboratories.

Spring 2026 Schedule

February 6, 2026

Speaker:  Alexis Block, Case Western Reserve University

Designing for Connection: Social-Physical Human–Robot Interaction and Emotionally Intelligent Technology, 2:00pm, February 6, 2026, In-person event (1232 CSL Studio)

 

February 13, 2026

Speaker: Sareum Kim, École Polytechnique Fédérale de Lausanne  

Designing Living Machines from Dead Matter of Crustacean Exoskeleton, 2:00pm, February 13, 2026, Zoom.

 

February 20, 2026

Speaker: Tucker Hermans (University of Utah & NVIDIA) 

Learning and Planning with Relational Dynamics Models for Robot Manipulation , 2:00, February 20, 2026, Zoom.

 

February 23-25, 2026

CSL Student Conference.

 

March 6, 2026

Speaker: Dongho Kang (Robotics and AI Institute)

Motion Imitation for Adaptive and Lifelike Control of Legged Robots, 2:00 pm, March 6, 2026, Zoom.

 

March 13, 2026

Speaker: Wanxin Jin (ASU)

Physics as the Backbone of Dexterity: Scalable Contact Simulation, Contact-Aware Control, and Physics-Grounded Learning , 2:00, March 13, 2026, Zoom.

 

March 27, 2026

Speaker: Saurabh Gupta (Illinois) 

Talk title TBD, 2:00, March 27, 2026, CSL Studio Conference Room (CSL Studio 1232).

 

April 3, 2026

Speaker: Ahmed Qureshi (Purdue) 

Talk title TBD, 2:00, April 3, 2026, CSL Studio Conference Room (CSL Studio 1232).

 

April 10, 2026

Speaker: Kevin Chen (MIT) 

Talk title TBD, 2:00, April 10, 2026, Zoom.

 

April 17, 2026

Speaker: Dylan Shell (TAMU) 

Talk title TBD, 2:00, April 17, 2026, Zoom.

 

April 24, 2026

Speaker: Sam Burden (UW) 

Talk title TBD, 2:00, April 24, 2026, Zoom.

 

May 1, 2026

Speaker: Robert Wood (Harvard) – Combo Seminar with MiV 

Talk title TBD, 2:00, May 1, 2026, Zoom.

 

May 8, 2026

Speaker: Tapomayukh Bhattacharjee (Cornell) 

Talk title TBD, 2:00, May 8, 2026, CSL Studio Conference Room (CSL Studio 1232).

 

 

March 13, 2026

Physics as the Backbone of Dexterity: Scalable Contact Simulation, Contact-Aware Control, and Physics-Grounded Learning

Wanxin Jin is an Assistant Professor in the School for Engineering of Matter, Transport and Energy at Arizona State University. His research lies at the intersection of robotics, control, and machine learning, with a focus on contact-rich dexterous manipulation, physics-grounded robot learning, and human-centered autonomy. Prior to joining ASU in 2023, he was a postdoctoral researcher at the GRASP Laboratory at the University of Pennsylvania. He received his Ph.D. in Aeronautics and Astronautics from Purdue University in 2021. His work has appeared in leading robotics and machine learning venues, including T-RO, IJRR, RSS, ICRA, ICML, and NeurIPS. He is an Associate Editor for IEEE Robotics and Automation Letters (RA-L)

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Picture of Professor Wanxin Jin, ASU 


 

March 6, 2026

Motion Imitation for Adaptive and Lifelike Control of Legged Robots

Dongho Kang is a Research Scientist at the Robotics and AI Institute (RAI). His research lies at the intersection of optimal control, reinforcement learning, and data-driven character animation. He received his Ph.D. in Computer Science (2025) and his M.S. in Mechanical Engineering (2019) from ETH Zurich. Previously, he obtained his B.S. from Seoul National University with a double major in Mechanical & Aerospace Engineering and Computer Science & Engineering (2016).

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DONGHO KANG 


 

February 23-25, 2026

CSL Student Conference

 

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February 20, 2026

Learning and Planning with Relational Dynamics Models for Robot Manipulation

Tucker Hermans is an associate professor in the Kahlert School of Computing at the University of Utah, where he is a founding member of the University of Utah Robotics Center. He is also a senior research scientist at NVIDIA. Professor Hermans’ research focuses on autonomous planning, learning, and perception for robot manipulation. His wo which they have no previous knowledge or interaction. Previously, Professor Hermans was a postdoctoral researcher in the Intelligent Autonomous Systems lab at TU Darmstadt in Darmstadt, Germany working with Jan Peters on learning from tactile sensors for manipulation. He was at Georgia Tech from 2009 to 2014 in the School of Interactive Computing where he earned his Ph.D. in Robotics under the supervision of Aaron Bobick and Jim Rehg. He has an A.B. in Computer Science and German from Bowdoin College, as well as an M.Sc. in Computer Science from Georgia Tech. 

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February 13, 2026

Designing Living Machines from Dead Matter of Crustacean Exoskeleton

Dr. Sareum Kim is a Postdoctoral Researcher at the CREATE Lab at EPFL. She received her B.S. and M.S. degrees in Mechanical Engineering from Seoul National University and her Ph.D. in Mechanical Engineering from the University of California, Berkeley. Her research focuses on developing design methodologies for sustainable robotics by integrating life cycle thinking spanning material sourcing, fabrication, operation, and end of life strategy into robotic systems  

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7 "Sareum Kim" profiles | LinkedIn


 

February 6, 2026

Designing for Connection: Social-Physical Human–Robot Interaction and Emotionally Intelligent Technology

Dr. Alexis Block is an Assistant Professor in the Department of Electrical, Computer, and Systems Engineering at Case Western Reserve University, where she directs the SaPHaRI Lab (Social and Physical Human–Robot Interaction).  

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Headshot of Alexis E. Block


 

December 5, 2025

Unraveling Haptic Acuity in Human-Robot Partnerships

Janelle Clark is currently an assistant professor in the Mechanical Engineering Department at the University of Maryland, Baltimore County leading the Tactile and Robotic Assistance (TARA) Lab. 

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November 21, 2025

Interaction-Aware Planning and Decision Making

Dr. Tariq is a Senior Research Scientist in the Cooperative Intelligence - Mobility Research group at the Honda Research Institute, US. 


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November 14, 2025

Toward Advanced Autonomy in Complex Aquatic Environments

Dr. Wei Wang is an Assistant Professor in the Department of Mechanical Engineering at the University of Wisconsin–Madison.


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NOVEMBER 7, 2025

Towards Open World Robot Safety

Andrea Bajcsy is an Assistant Professor in the Robotics Institute at Carnegie Mellon University where she leads the Interactive and Trustworthy Robotics Lab (Intent Lab). 

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OCTOBER 31, 2025

Illinois Student Talks:


Medical and Surgical Robotic Systems for Increased Access to Healthcare


Adaptive Stress Testing Black-Box LLM Planners

Alexander Smith is a sixth-year MD-PhD student at the Carle Illinois College of Medicine and the Siebel School for Computing and Data Science at the University of Illinois at Urbana-Champaign. 

Neeloy Chakraborty is a fifth-year PhD candidate at the University of Illinois working in the Human-Centered Autonomy Lab. 

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OCTOBER 17, 2025

Toward Intelligent Manipulation: From Multimodal Sensing to Neural-Symbolic Control

Dr. Yu She is an assistant professor at Purdue University Edwardson School of Industrial Engineering.


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OCTOBER 10, 2025

Surgineering Using Intelligent and Flexible Robotic Systems

Dr. Farshid Alambeigi is the Leland Barclay Fellowship in Engineering Associate Professor in the Walker Department of Mechanical Engineering at The University of Texas at Austin, where he has served since August 2025. 


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OCTOBER 3, 2025

Engineering Better Robot Learners: Exploration and Exploitation

Dinesh Jayaraman is an assistant professor at the University of Pennsylvania’s CIS department and GRASP lab. 


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SEPTEBER 26, 2025

Diversity in Motion Planning via Parallel Probabilistic Inference 

Fabio Ramos is a Professor in robotics and machine learning at the School of Computer Science at the University of Sydney and a Principal Research Scientist at NVIDIA. 


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SEPTEBER 19, 2025

Digital Agriculture and the Journey Towards Autonomous Machines

Dr. John F. Reid is Executive Director of the Center for Digital Agriculture and Research Professor at the University of Illinois Urbana-Champaign, with joint appointments in the Siebel School of Computing & Data Science,  the Department of Agricultural & Biological Engineering, and Electrical and Computer Engineering. 


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