Soumyadeep Pal

14 papers A* 2B 1Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
Invariance Makes LLM Unlearning Resilient Even to Unanticipated Downstream Fine-Tuning.
ICML
Changsheng Wang, Yihua Zhang, Jinghan Jia, Parikshit Ram, Dennis Wei, Yuguang Yao, Soumyadeep Pal, Nathalie Baracaldo, Sijia Liu
2025 J jnl
Invariance Makes LLM Unlearning Resilient Even to Unanticipated Downstream Fine-Tuning.
CoRR
Changsheng Wang, Yihua Zhang, Jinghan Jia, Parikshit Ram, Dennis Wei, Yuguang Yao, Soumyadeep Pal, Nathalie Baracaldo, Sijia Liu
2025 J jnl
LLM Unlearning Reveals a Stronger-Than-Expected Coreset Effect in Current Benchmarks.
CoRR
Soumyadeep Pal, Changsheng Wang, James Diffenderfer, Bhavya Kailkhura, Sijia Liu
2025 J jnl
LLM Unlearning Under the Microscope: A Full-Stack View on Methods and Metrics.
CoRR
Chongyu Fan, Changsheng Wang, Yancheng Huang, Soumyadeep Pal, Sijia Liu
2025 J jnl
Leak@k: Unlearning Does Not Make LLMs Forget Under Probabilistic Decoding.
CoRR
Hadi Reisizadeh, Jiajun Ruan, Yiwei Chen, Soumyadeep Pal, Sijia Liu, Mingyi Hong
2025 J jnl
Unlearning Isn't Invisible: Detecting Unlearning Traces in LLMs from Model Outputs.
CoRR
Yiwei Chen, Soumyadeep Pal, Yimeng Zhang, Qing Qu, Sijia Liu
2024 A* conf
Backdoor Secrets Unveiled: Identifying Backdoor Data with Optimized Scaled Prediction Consistency.
ICLR
Soumyadeep Pal, Yuguang Yao, Ren Wang, Bingquan Shen, Sijia Liu
2024 J jnl
Backdoor Secrets Unveiled: Identifying Backdoor Data with Optimized Scaled Prediction Consistency.
CoRR
Soumyadeep Pal, Yuguang Yao, Ren Wang, Bingquan Shen, Sijia Liu
2023 — conf
Towards Understanding How Self-training Tolerates Data Backdoor Poisoning.
SafeAI@AAAI
Soumyadeep Pal, Ren Wang, Yuguang Yao, Sijia Liu
2023 J jnl
Towards Understanding How Self-training Tolerates Data Backdoor Poisoning.
CoRR
Soumyadeep Pal, Ren Wang, Yuguang Yao, Sijia Liu
2022 J jnl
Towards Positive Jacobian: Learn to Postprocess Diffeomorphic Image Registration with Matrix Exponential.
CoRR
Soumyadeep Pal, Matthew Tennant, Nilanjan Ray
2022 B conf
Towards Positive Jacobian: Learn to Postprocess for Diffeomorphic Image Registration with Matrix Exponential.
ICPR
Soumyadeep Pal, Matthew Tennant, Nilanjan Ray
2020 J jnl
Speaker Recognition in Bengali Language from Nonlinear Features.
CoRR
Uddalok Sarkar, Soumyadeep Pal, Sayan Nag, Chirayata Bhattacharya, Shankha Sanyal, Archi Banerjee, Ranjan Sengupta, Dipak Ghosh
2019 J jnl
Morphological operations with iterative rotation of structuring elements for segmentation of retinal vessel structures.
Multidimens. Syst. Signal Process.
Soumyadeep Pal, Saptarshi Chatterjee, Debangshu Dey, Sugata Munshi